In [176]:
pip install -U altair_viewer
Requirement already satisfied: altair_viewer in ./anaconda3/lib/python3.11/site-packages (0.4.0)
Requirement already satisfied: altair in ./anaconda3/lib/python3.11/site-packages (from altair_viewer) (5.2.0)
Requirement already satisfied: altair-data-server>=0.4.0 in ./anaconda3/lib/python3.11/site-packages (from altair_viewer) (0.4.1)
Requirement already satisfied: portpicker in ./anaconda3/lib/python3.11/site-packages (from altair-data-server>=0.4.0->altair_viewer) (1.6.0)
Requirement already satisfied: tornado in ./anaconda3/lib/python3.11/site-packages (from altair-data-server>=0.4.0->altair_viewer) (6.3.2)
Requirement already satisfied: jinja2 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (3.1.2)
Requirement already satisfied: jsonschema>=3.0 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (4.17.3)
Requirement already satisfied: numpy in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (1.24.3)
Requirement already satisfied: packaging in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (23.1)
Requirement already satisfied: pandas>=0.25 in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (2.0.3)
Requirement already satisfied: toolz in ./anaconda3/lib/python3.11/site-packages (from altair->altair_viewer) (0.12.0)
Requirement already satisfied: attrs>=17.4.0 in ./anaconda3/lib/python3.11/site-packages (from jsonschema>=3.0->altair->altair_viewer) (22.1.0)
Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in ./anaconda3/lib/python3.11/site-packages (from jsonschema>=3.0->altair->altair_viewer) (0.18.0)
Requirement already satisfied: python-dateutil>=2.8.2 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2023.3.post1)
Requirement already satisfied: tzdata>=2022.1 in ./anaconda3/lib/python3.11/site-packages (from pandas>=0.25->altair->altair_viewer) (2023.3)
Requirement already satisfied: MarkupSafe>=2.0 in ./anaconda3/lib/python3.11/site-packages (from jinja2->altair->altair_viewer) (2.1.1)
Requirement already satisfied: psutil in ./anaconda3/lib/python3.11/site-packages (from portpicker->altair-data-server>=0.4.0->altair_viewer) (5.9.0)
Requirement already satisfied: six>=1.5 in ./anaconda3/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas>=0.25->altair->altair_viewer) (1.16.0)
Note: you may need to restart the kernel to use updated packages.
In [180]:
# import os
# import gzip
# import json
# import pandas as pd
# import shutil

# def extract_gz_files_and_convert_to_csv(gz_dir, extract_dir):
#     """
#     Recursively navigate through directories, extract all .gz files, read and manually parse the custom-formatted data,
#     and save them as CSV files in the corresponding extracted directory.
#     """
#     for root, dirs, files in os.walk(gz_dir):
#         for file in files:
#             if file.endswith('.gz'):
#                 gz_path = os.path.join(root, file)
#                 relative_path = os.path.relpath(root, gz_dir)
#                 dest_dir = os.path.join(extract_dir, relative_path)
#                 os.makedirs(dest_dir, exist_ok=True)
#                 extract_path = os.path.join(dest_dir, file[:-3])  # Remove .gz extension
                
#                 print(f"Extracting: {gz_path} to {extract_path}")
                
#                 # Extract the file
#                 with gzip.open(gz_path, 'rb') as f_in:
#                     with open(extract_path, 'wb') as f_out:
#                         shutil.copyfileobj(f_in, f_out)
                
#                 # Process the extracted file
#                 try:
#                     with open(extract_path, 'r') as f:
#                         content = f.read()
#                         # Debug: Print out the first 500 characters to inspect the content
#                         print(f"Content of {extract_path}: {content[:500]}")
                        
#                         # Wrap the content in square brackets to treat it as a JSON array
#                         content = f"[{content}]"
                        
#                         # Attempt to load the entire content as a JSON array
#                         try:
#                             data = json.loads(content)
#                         except json.JSONDecodeError as e:
#                             print(f"Failed to parse content in {extract_path}: {e}")
#                             data = []
                    
#                     # Convert the list of JSON objects to a DataFrame
#                     if data:
#                         df = pd.DataFrame(data)
#                         # Save the DataFrame as CSV
#                         csv_path = extract_path + '.csv'
#                         df.to_csv(csv_path, index=False)
#                         print(f"Saved CSV file: {csv_path}")
#                     else:
#                         print(f"No valid JSON data found in {extract_path}")

#                 except Exception as e:
#                     print(f"Failed to process {extract_path}: {e}")

# # Define your directories
# gz_dir = "/Users/aditijain/Downloads/metro_data"  # Replace with the path to your root data folder
# extract_dir = "/Users/aditijain/Downloads/extracted_metro_data"  # Replace with the path where you want to store extracted files

# # Step 1: Extract .gz files and save as CSV
# extract_gz_files_and_convert_to_csv(gz_dir, extract_dir)

# # Check the results
# print("Extraction and CSV conversion completed.")
Out[180]:
'\nRecursively navigate through directories, extract all .gz files, read and manually parse the custom-formatted data,\n     and save them as CSV files in the corresponding extracted directory.\n'
In [39]:
# import os
# import gzip
# import json
# import pandas as pd
# import shutil

# def extract_berthhistory_and_convert_to_csv(gz_dir, extract_dir):
#     """
#     Recursively navigate through the 'berthhistory' directory, extract all .gz files, 
#     read and manually parse the custom-formatted data, and save them as CSV files in the corresponding extracted directory.
#     """
#     for root, dirs, files in os.walk(gz_dir):
#         for file in files:
#             if file.endswith('.gz'):
#                 gz_path = os.path.join(root, file)
#                 relative_path = os.path.relpath(root, gz_dir)
#                 dest_dir = os.path.join(extract_dir, relative_path)
#                 os.makedirs(dest_dir, exist_ok=True)
#                 extract_path = os.path.join(dest_dir, file[:-3])  # Remove .gz extension
                
#                 print(f"Extracting: {gz_path} to {extract_path}")
                
#                 # Extract the file
#                 with gzip.open(gz_path, 'rb') as f_in:
#                     with open(extract_path, 'wb') as f_out:
#                         shutil.copyfileobj(f_in, f_out)
                
#                 # Process the extracted file
#                 try:
#                     with open(extract_path, 'r') as f:
#                         lines = f.readlines()  # Read the file line by line
                        
#                         data = []
#                         for line in lines:
#                             try:
#                                 json_data = json.loads(line)
#                                 data.append(json_data)
#                             except json.JSONDecodeError as e:
#                                 print(f"Failed to parse line in {extract_path}: {e}")
                    
#                     # Convert the list of JSON objects to a DataFrame
#                     if data:
#                         df = pd.DataFrame(data)
#                         # Save the DataFrame as CSV
#                         csv_path = extract_path + '.csv'
#                         df.to_csv(csv_path, index=False)
#                         print(f"Saved CSV file: {csv_path}")
#                     else:
#                         print(f"No valid JSON data found in {extract_path}")

#                 except Exception as e:
#                     print(f"Failed to process {extract_path}: {e}")

# # Define your directories for the berthhistory folder
# berthhistory_gz_dir = "/Users/aditijain/Downloads/metro_data/berthhistory"  # Replace with the path to your berthhistory folder
# berthhistory_extract_dir = "/Users/aditijain/Downloads/extracted_metro_data/berthhistory"  # Replace with the path where you want to store extracted berthhistory files

# # Step 1: Extract .gz files from berthhistory and save as CSV
# extract_berthhistory_and_convert_to_csv(berthhistory_gz_dir, berthhistory_extract_dir)

# # Check the results
# print("Berthhistory extraction and CSV conversion completed.")
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_add0a186-7c40-47a9-8fb1-d9d8ab20a8b7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_719810c0-316b-4537-85e6-7f44c68ecdee.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230107/20230519_080415_00121_anghu_218a8c0d-ae96-4520-8909-bd3306ace73d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_9485cf1e-ea4f-485b-b07c-710b9184a7f6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_7c09f81e-53d8-43a7-9455-5d60848066ca.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230303/20230519_080415_00121_anghu_96dddfdc-83eb-4370-a259-9983ecf8f11a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_7a081565-04e9-40fb-bdd0-1de61ed79531.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0b7018be-b1f4-4045-9b2c-caf819504e3d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_3ebcfa04-052d-4451-804e-ad9ee306042a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230304/20230519_080415_00121_anghu_0ceb9755-1f6d-4629-a48a-91405d47d9ea.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_34c042ee-deba-4c79-ae85-020a0a484455.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_a64c32e9-d4c5-4947-b168-cbe814524f53.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_052fffd5-ec9b-4b99-8fb3-53e7a15c6bc0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230109/20230519_080415_00121_anghu_26a2f233-cc0d-46b5-be76-50ea5199d5d6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_776a02b5-961d-455f-b878-bd5025e915aa.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_55f18ce7-fdf4-4b88-9bd8-88920a3a10c2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221222/20230519_080415_00121_anghu_0c65a49f-cbc9-48ef-9199-4ab0973b5bb8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_76c7dfea-93dc-4f3c-9e59-5e29bd99220d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230305/20230519_080415_00121_anghu_80e1c859-63d8-4a4f-93a8-679975f8f7f4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_987bc5b2-7910-4f03-ad6e-9163464ba26d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230108/20230519_080415_00121_anghu_133cbf5d-bca6-43ba-9b78-b79754b0ddb5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_59e625b6-fd9d-46b4-904c-4857b3247763.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_dfb5ccf0-c62a-4d79-8ef6-f8c0f357b595.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230130/20230519_080415_00121_anghu_83c25f19-f6d8-48f3-b09f-e1aea6e7bed8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_8e3cf178-7750-4ee4-a303-e09edf6690b2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_70b295a1-2a56-4de1-aad4-866dd4041640.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_86938cd5-c097-428d-9de9-0869a44fdc67.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230302/20230519_080415_00121_anghu_dfc5467f-5eb1-402e-8669-1e83095b6562.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_86dba6c8-9bc2-4d7e-9bdc-df3e01027d1c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_32e05b1c-57ec-407d-a5f6-36077491bdc0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230106/20230519_080415_00121_anghu_61de2b99-caa6-4a40-8d58-be430e7b4460.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230101/20230519_080415_00121_anghu_759dbfb0-e656-4c36-ba1d-71a4b03ebedf.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_f3b19f6c-da66-48b6-ac49-d6032b94f8a6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221224/20230519_080415_00121_anghu_eebeb608-d760-4941-99a7-620b6123e561.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_8a4b3362-627c-4af0-a9c9-91e8d8645468.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_e6bda039-2277-4d5f-b338-88ef00c538fd.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221223/20230519_080415_00121_anghu_4dc93f6b-b2db-4c80-b981-81e6c5449c7f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_7cfaeac1-86ff-49e1-9f85-98eee3af2843.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_fbd8c7d0-34d4-4b0e-ac5f-35a8e6e18762.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230223/20230519_080415_00121_anghu_6c197f04-e3db-4174-90f9-9d004fd8a516.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_29d217df-298a-4cdd-8381-44e6ff19f376.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_1dce2f41-184a-4efe-8290-f457b3c124e8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230224/20230519_080415_00121_anghu_6ec6b826-ef32-4224-b35e-b48cebec4911.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_99569116-74f5-4abf-8a91-5518cc6cd5d4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230212/20230519_080415_00121_anghu_38c2aff6-44ba-42b4-9067-9450cae7abe4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_9fd5c0ea-c201-4904-89d7-2e818e05cb9d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_187d9934-9cee-444f-b19d-de78ebcce1a6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230215/20230519_080415_00121_anghu_5cf85f1c-6cc1-494b-93d1-f5d7183e8583.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_d8896dad-58a7-411a-adcd-b0285d683437.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_fec1e84c-c60f-47ca-b51a-e581b376ac7c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230214/20230519_080415_00121_anghu_f7b5b65c-09e7-4b3c-99fb-3f8eb6169496.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_c3423781-3ded-4582-927d-c94e6ff6ffe3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_659ed04a-a057-4823-b1dd-80de86837acd.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230213/20230519_080415_00121_anghu_276f7db5-274e-43ce-a24b-0009df639505.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_71efa439-cf8f-4785-aea1-9417ef3a5e01.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_eaa81ff8-1255-49e4-908d-6d656e874893.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230225/20230519_080415_00121_anghu_64cdc5d5-9220-424a-a0f2-0d974ee422c2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_30e6fbb2-3668-4eb8-befc-cf038fcf2ea3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_0d649dd5-e721-42b0-beec-b37087a83e9b.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230222/20230519_080415_00121_anghu_49f01eec-5011-4c4e-b1aa-60e5c273b08e.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_23476e7e-5805-4d31-a872-f1902ea558ac.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_cdd05772-405d-4cd6-9524-f6a7fb8d5177.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230207/20230519_080415_00121_anghu_e07e4096-1054-4954-bf3b-220c5a1663c2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_2bae67e9-8265-4161-9ed6-1d84bf9caa35.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_d5b83a09-60e8-43b2-9d6b-57ae18b15293.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230209/20230519_080415_00121_anghu_78f3c7c8-8176-4207-92ea-76fb87b8702a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_3f43077c-ddd6-4602-a1a7-589ff9f6d22f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_f24581c5-8d55-44ca-9b60-3a6de42b93c8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230208/20230519_080415_00121_anghu_e482d116-36f4-4cef-9b92-c25b45eeb58d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_23bcea33-8547-451c-a917-94f15e76fcf1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_9a9831ff-bd50-4fa1-b946-588edee01fe4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230206/20230519_080415_00121_anghu_1275ebdb-2b1e-496d-a67b-19c15ebaf86c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_95c4e5df-35db-4a67-9663-589fa71787cb.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_0f2ba63b-6f26-4c98-bd72-8fdc7bfc3d9d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230201/20230519_080415_00121_anghu_878c5d21-cd4c-4aeb-a349-41f05b9272f0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_19eb6ae9-78bb-4fd5-b952-0708425f38b8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_24abf40b-4c8d-481c-9782-9785d20686cd.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_999bffd5-91ad-4528-ac42-42df15885495.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221230/20230519_080415_00121_anghu_11f0fea6-d6ef-44f8-ada1-a1bb23514251.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_0007155f-7ae6-452a-8ba9-3ef86ee49be5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_25ee66e1-9796-4edc-8905-09deb3965389.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230123/20230519_080415_00121_anghu_257c77db-55cb-4ced-a5ff-a450b78795ec.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_aa0a399a-956a-450c-a4a2-6fc683a662e6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_dc403a3a-3c57-4799-87a8-275cc03efd28.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230311/20230519_080415_00121_anghu_f53483be-014b-4576-b43c-af37cc9e5f67.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_1ceeef8a-7e06-4bdc-9799-63959fca8be2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_f6c1c963-880e-4406-b147-e1185374726c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_04866278-9067-482a-be61-9fb7e6bb2560.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230316/20230519_080415_00121_anghu_dcbdb252-216b-4516-994d-328c18fdebcf.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_eb1011b2-f10d-4231-adba-a3e4a3ea9d93.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ab29b336-9545-48a7-8a47-364c0ea0dadc.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230124/20230519_080415_00121_anghu_ea1c59a6-5535-4b92-bf83-9290b488fb12.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_d73d88bc-217f-4d5c-a64b-422e405fa20f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_bf6c1a85-71d7-4335-816e-5c4f0b724a24.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_bf6c1a85-71d7-4335-816e-5c4f0b724a24
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_bf6c1a85-71d7-4335-816e-5c4f0b724a24.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_0b757635-a6aa-452f-86f8-77f6650bd0ef.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_0b757635-a6aa-452f-86f8-77f6650bd0ef
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230320/20230519_080415_00121_anghu_0b757635-a6aa-452f-86f8-77f6650bd0ef.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_ad0e59c5-6d94-4005-b23f-dc2abd071c25.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_797ef5f1-5df4-4634-9690-574c66a42439.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_8557290c-51fc-4a4a-9552-f7439b8ddb10.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_8557290c-51fc-4a4a-9552-f7439b8ddb10
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_8557290c-51fc-4a4a-9552-f7439b8ddb10.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_465b3d21-6dd9-4f1d-88e9-a248ef12c88a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_465b3d21-6dd9-4f1d-88e9-a248ef12c88a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230112/20230519_080415_00121_anghu_465b3d21-6dd9-4f1d-88e9-a248ef12c88a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_4df8cda6-57c6-480a-ad04-9ad364d706fe.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_21c18899-5c13-4a21-946a-ed8fa3b1064d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_21c18899-5c13-4a21-946a-ed8fa3b1064d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_21c18899-5c13-4a21-946a-ed8fa3b1064d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_562934ba-5775-4082-b7ab-ec99a393e4f9.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_562934ba-5775-4082-b7ab-ec99a393e4f9
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230318/20230519_080415_00121_anghu_562934ba-5775-4082-b7ab-ec99a393e4f9.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_09076910-0f7b-4870-b6b2-02030d64e91d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_09076910-0f7b-4870-b6b2-02030d64e91d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_09076910-0f7b-4870-b6b2-02030d64e91d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_3623f1d1-aff7-4617-942f-87dd1e8c98e6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_3623f1d1-aff7-4617-942f-87dd1e8c98e6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_3623f1d1-aff7-4617-942f-87dd1e8c98e6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_fcac3448-5d85-4c89-94f9-438201913d6f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_fcac3448-5d85-4c89-94f9-438201913d6f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230115/20230519_080415_00121_anghu_fcac3448-5d85-4c89-94f9-438201913d6f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_406fb4e7-c475-49fd-bce4-c2ddc9c196ea.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221231/20230519_080415_00121_anghu_547f97b7-3a76-4509-9954-d605629fee95.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_72b83c0e-d630-4005-aaeb-732fb27305ae.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230319/20230519_080415_00121_anghu_30c54fb5-f6d0-45d6-89a6-883854ff5092.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_9acdd2b6-2f51-4556-b6b8-dbe793bd4d4a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_a930a3a7-db7d-4333-8c2b-69b9624a94a2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230114/20230519_080415_00121_anghu_21171717-c2a1-4925-b3b5-9964eed89205.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_3ec971e4-bf64-4658-90bb-1be7ad2e791f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_bc51daee-7120-4d77-9968-c66817e981da.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230113/20230519_080415_00121_anghu_0e3bf474-6885-4b1c-869b-14a351d6e5b3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_2c727b77-c523-4e2a-9cf1-b0ed74770558.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d2475b74-1248-44a5-ab73-64c166f83ea3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230125/20230519_080415_00121_anghu_d4f0c28d-2c66-4279-9b0c-05ec44ee2bd7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_56a14e55-8488-4036-978c-83ac1cbc24ac.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_90ebe0aa-34fc-4fe2-8748-2d4be60566e6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230317/20230519_080415_00121_anghu_fc8a26c4-7a45-4715-99b4-e620b3a6df74.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_855cd9ea-55bb-4bd9-819a-17c5af07ffa2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_3a77fa9a-d112-40e0-99cf-86b1a5d51a4d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_479bb004-44ec-4b89-a0a0-ac81ad2f4c27.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230310/20230519_080415_00121_anghu_725a4467-c285-4676-baa4-b36a5ba065d1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_e63935f1-51bd-48ca-87d5-35dae1a3f2b6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230122/20230519_080415_00121_anghu_bd69091f-1f20-45aa-b9f7-57209fafdd9e.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_6d7a6958-ddb4-45fb-ae0a-5aef2afd67e7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_7a597511-ccb1-4d3e-8eab-6d59d1d09ced.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221219/20230519_080415_00121_anghu_8bd03aaf-5afb-4679-b98e-d0d87b3ff900.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_3fef312f-9deb-4a21-83bd-727f8ec42d71.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_8c25b20e-f28b-4773-891d-b647d0b510e3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221226/20230519_080415_00121_anghu_cefbcd5d-8dad-4d90-983c-60bce1a28276.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_fdcaa547-1bb3-4e9b-a642-1b4a9c4c56c4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_861d773d-6e21-4d03-944d-84bd20f254da.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_eb29cace-c951-4007-b669-9739895b5566.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221221/20230519_080415_00121_anghu_2410a5db-43e6-4657-9659-55ec4fcb5662.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_a79d11f2-841f-4a4a-9c07-ef5584777afe.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_c3aa73cc-2295-46ed-9be9-976f385c7df1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221228/20230519_080415_00121_anghu_7586f048-94b8-47d6-a29b-bf037c2f32f0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_405bd571-c496-4f3a-8ec5-5d0ea5961443.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221217/20230519_080415_00121_anghu_798ae532-9278-4e6a-aeb8-e997e56a9ed0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_d0f2379b-3da5-4391-96af-f9a422e38f82.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0fcb190f-f080-4280-8124-0c9e66af9a45.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230104/20230519_080415_00121_anghu_0e632178-0d91-48ed-9fe3-5d610fa46809.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_3ac7a543-d9c8-437c-8f6e-52805e7421b3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_afa3df8e-57e8-4014-a52a-00b49fcf9dec.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230309/20230519_080415_00121_anghu_9f76213c-fabf-49d5-a7fa-3cc2ca484d3d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d5c4cad6-7bd5-4db5-bda9-5aa966f2dfc5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_d14f9f0b-f22e-4650-8f09-b63ebc138975.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_1dc03000-6e1e-4c57-b524-188cf487d79b.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230103/20230519_080415_00121_anghu_42548a1e-c14d-4c91-ae0a-d937abad0ab1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_c294e0a9-5e7a-4ab1-8e5d-26936e3f19ca.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_5f9fe26c-d1c1-4157-865c-e526fb049818.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_057ef238-6aee-4cc0-a521-f02af7098d0f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230307/20230519_080415_00121_anghu_b67b8ce8-837e-4d82-ac85-e2922351aa3f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_2383556c-97b3-4101-8f56-42c297a2723d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_63f8cec1-bf48-49e9-b3cd-887828342778.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221229/20230519_080415_00121_anghu_4a8ff04d-0b39-4105-a6cd-7958a0749a77.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_1f6086b6-4e9f-4714-9d8f-64eb0962c635.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_5a5618bd-e5c7-4d76-8be7-253483da4aee.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_dc35154f-5dcf-424b-a935-20c0ff12c8bc.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221216/20230519_080415_00121_anghu_88da6803-0010-4b5a-9856-a9c37885869c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_33af8cd8-732e-4f65-bc4d-02d8835e15cc.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_6800d184-77bd-4423-bff6-c426498455a1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221220/20230519_080415_00121_anghu_f7b4d1d5-2ce0-4e0c-aa9c-bc8b4dd7320c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_d4b47e75-720c-4e12-90c8-ee0e3995be8e.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_f51be2a4-5d91-4d0e-aa64-5a2b1dd8ef2c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221218/20230519_080415_00121_anghu_c65b3999-5da5-41fd-ba8a-2b46a1236dd1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_4e8a7f04-e39b-4565-8467-1cbb0c86b1c9.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_bc9d9711-d101-47e3-a794-fe6683327f8e.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20221227/20230519_080415_00121_anghu_08ed0609-da12-4ecc-ab34-106d0987a9c1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_c3dfa602-538c-4a1b-9da9-2eeba136540b.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_cc246b26-7188-48f2-86fc-8fb355bce4f2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230301/20230519_080415_00121_anghu_e9f7d468-6d69-4d45-bc2b-721b92b55448.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_16fcb7e5-a097-4101-8497-9e3c2d9d4a10.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_0776bf68-a655-49e6-8308-486c6080f5e5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230306/20230519_080415_00121_anghu_213c8c0c-879a-41a2-b6da-79682eb2cc55.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_1d812909-40f0-4e37-84b9-b8785f9ce230.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_a3a332f1-8965-49ab-8431-658200fcfdd6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230102/20230519_080415_00121_anghu_b7d42768-c893-4e13-b588-de6f29f744c5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_f24172e5-1570-442f-8e95-8a2cdf1c93d9.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_458d97fc-2cf5-4269-9693-fd75e5220767.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230105/20230519_080415_00121_anghu_278b84a0-2e1c-4fad-bc61-18aa764e527f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_e96d49e2-1da0-4f71-b70f-62d74950f47d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230308/20230519_080415_00121_anghu_4587e192-44a7-4fad-8e1a-1286645b7570.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_c732e6c8-20bd-4b56-b8cc-5f13ce3f2e63.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_a4c5ff79-c942-4846-8313-03d3c31eb0b7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230227/20230519_080415_00121_anghu_f5d867a0-2eb1-4d1f-826b-6cf35e194921.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_1bcc2944-6991-4d02-84c3-383c42a91c42.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_b3531547-7ba5-4850-b886-6f8082e25117.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230218/20230519_080415_00121_anghu_5084603b-9289-4f17-8aee-4ca9f71adeef.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_c6d232b1-1bc4-4c4b-ba1e-0a9b0b9927ce.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_d7289fe9-1f48-4d9d-baef-0c00b032eba5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230220/20230519_080415_00121_anghu_51813dd5-09c0-4e0d-b699-7326ae5d9fa5.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_7fa12a1a-2a6e-481f-9b75-6c4d2651b3da.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_07d09249-2a7c-4fd2-9fd7-ca2b5215d04d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230216/20230519_080415_00121_anghu_5744d14a-bf9f-4cf5-8500-dcf7fbed7520.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_64116778-baac-40e6-a604-81118344e620.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_30bdbe80-d4ca-4186-957e-7e63f66939a6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230211/20230519_080415_00121_anghu_4abce1e1-e9fb-40e9-983b-d2ed383cc9c2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_058602c3-0430-464c-9ab0-aa4ee8fc8762.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_14d7a81c-4148-43bc-8fb7-d96a417c43cc.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230210/20230519_080415_00121_anghu_7df3b0f2-fc5a-4f42-89c5-37d438cc0b2b.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_7dafbe77-5ae7-4801-ad14-5e4426a0a699.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_02db69a6-2d88-408c-8640-0d3997a3b406.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230217/20230519_080415_00121_anghu_06dca308-b97b-4774-860b-6a4c3817bb83.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_ea842bd0-ab3e-4cd4-a4a6-7d15bffed678.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_caacaa19-a583-47d6-b7be-505bced02e54.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.csv
Extracting: /Users/aditijain/Downloads/metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.gz to /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f
Saved CSV file: /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.csv
Berthhistory extraction and CSV conversion completed.
In [87]:
import os
import pandas as pd

def load_and_combine_csv_files(base_dir):
    """
    Recursively load and combine all CSV files from subfolders into a single DataFrame for each top-level parent folder.
    The keys of the dictionary will be based on the top-level folder names.
    """
    dataframes = {}
    
    # Walk through the base directory
    for root, dirs, files in os.walk(base_dir):
        # If we're at the top-level directory (e.g., 'log=alarm'), combine all CSVs in its subdirectories
        if root == base_dir:
            for dir in dirs:
                dir_path = os.path.join(root, dir)
                combined_df = pd.DataFrame()
                for sub_root, sub_dirs, sub_files in os.walk(dir_path):
                    for file in sub_files:
                        if file.endswith('.csv'):
                            csv_path = os.path.join(sub_root, file)
                            
                            # Load the CSV and concatenate it to the combined DataFrame
                            try:
                                df = pd.read_csv(csv_path, low_memory=False)  # Handle mixed types warning
                                combined_df = pd.concat([combined_df, df], ignore_index=True)
                                print(f"Added {csv_path} to {dir}")
                            except Exception as e:
                                print(f"Failed to load {csv_path}: {e}")
                
                if not combined_df.empty:
                    dataframes[dir] = combined_df
                    print(f"Created combined DataFrame for {dir}")

    return dataframes

# Define your extracted data directory
extracted_dir = "/Users/aditijain/Downloads/extracted_metro_data"  # Replace with your actual path

# Load and combine all CSV files into DataFrames
dataframes = load_and_combine_csv_files(extracted_dir)

# Output the keys of the loaded DataFrames to verify
print(f"DataFrames loaded and combined: {list(dataframes.keys())}")
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230107/3dd0701d-ecc0-49b9-9980-f2016b2ee2bc.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230303/7affb05e-0e4c-41bb-8e98-f9d4511120d8.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230131/e2f695fe-d698-4c42-a377-191e360318f1.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230304/8e532d34-c75a-44d6-864e-62d9c1c63f67.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230109/a6e0d140-cab5-41a1-b9c3-88addb545183.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230305/59bbc49a-1043-4a0e-9ff5-220fec59c6a5.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230108/03328717-54dd-4ab5-a960-e510a6dba15b.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230130/5daace87-a6be-4714-852d-cd96c66cf8fc.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230302/13bd511e-0ce5-440f-aa10-3069b94b1efb.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230106/88a666f7-424d-4b77-bc64-1afeac907758.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230101/f67d98d6-b304-4af3-8e49-cf87813f7111.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230223/d1df8eaf-fb0e-4ff0-b29d-56b890f9c3cf.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230224/db00c31a-dda0-4065-90ec-e5887e97e4e8.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230212/28797df6-db2a-4de9-bc60-9742b86884b9.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230215/af52a052-d826-4471-a98e-6b5466fa0624.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230214/3c1ee7c0-7711-4e84-917c-634f47e0186a.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230213/6874be4f-8fcf-47f4-b54f-784334a0ebd6.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230225/3872f248-9003-4544-988a-7f86969955dc.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230222/55cdcc31-a919-45af-b426-c13d0af013b6.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230207/4aad4cb3-0a75-41f1-9748-7b76df6c0caf.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230209/4b8a5b61-1c70-4983-a63d-4ea48bed608b.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230208/d1efdba9-ed16-4e99-84f1-60309033db16.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230206/23df6340-b380-4b8f-8f3d-30494caf8f0c.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230201/620c05ce-5d8c-45a4-a0ef-a44edec8cb1e.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221230/cee8c702-4a13-46b7-8f7c-cb9091ae0ad3.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230123/efad8394-7acf-4ce1-a25a-2d28f7aac2c2.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230311/47d11b3f-a3f2-4a46-bf9c-cf75202d229d.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230316/37f45211-bae8-43ba-ab7c-e6dd71259de9.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230124/ef384ca2-5608-4381-8381-283b41bce99c.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230320/bc95857a-6b57-4eeb-aacc-291aa15d7e0b.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230112/39271aa5-92ff-41a3-b59e-b381366f0d64.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230318/436bd15f-3dc5-4839-a8ce-dfc2eb3ae711.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230115/1de41994-0750-498f-b926-024769b29cad.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221231/95c4a764-cd19-4787-8ef0-c2db67afd140.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230319/3a2ec4fd-d1dc-4259-a553-9d395107e785.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230114/8abb37f9-d435-4936-adf7-c55b438814ca.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230113/77815a37-b50b-41ba-86c6-66f5948fa7ca.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230125/2156efc2-83bf-4819-a039-11af29a875e7.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230317/2602b865-0cef-4db1-8a28-36873b30753e.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230310/2179a487-5eac-4e20-8e8f-01e7385b4d27.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230122/ffb9b2aa-5777-4f89-adc7-2f5a90074a88.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221228/c51cb89b-2312-4a19-8594-4ce6a59e5655.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230104/68fe8fa6-9047-428b-a186-4b856387bbe2.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230309/a2a63d46-c26a-45f0-97d8-ee61d5546f44.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230103/c0ced58a-f4ca-464f-b2ec-36241116de11.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230307/04ca8b33-0288-446e-8946-b522e0c90289.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221229/13e0558c-3372-411c-a89b-d7f00823a2b6.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20221227/19d3fe01-7ea8-49ad-9176-4be8b0ad3974.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230301/266d435e-d577-4572-a62c-96be64e4bf18.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230306/053e7940-ad37-4dad-943f-0ee112fae0ea.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230102/18c0f634-eb1f-441d-bc88-72d296d1c6a0.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230105/05aa6642-6a5f-4258-a65d-1853f3d99f75.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230308/98c0c3f2-5f32-422b-a720-435dceb02b1b.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230227/fde6d47f-d83f-4b25-b001-fd21a6fa6210.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230218/b65b3655-7cd8-44c4-aa66-1ee21dbf8941.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230220/2b7b392f-de58-49e2-9388-b15dea720442.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230216/b6399f66-ce36-4d09-a6ac-b7e975683437.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230211/c535df0d-a5ec-4b9a-b608-cd20e2e2446e.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230210/eeb65cc4-322f-4e1c-9b83-4a9f20a604ff.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230217/7814651e-4f8c-49ec-8614-823f45f47b94.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230228/9692c934-fc39-4b34-9e5e-849e2bde05b6.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230221/abad9bc9-8b6f-4540-9bcd-fbafe67b91d1.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230226/6218ca52-96b3-48fe-95c0-9f0353cf1bfd.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230219/67eca540-390d-45c3-b1bc-e221d9e5fc15.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230204/5ac0623e-20b5-483a-aa5d-097fb40116be.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230203/55cc1e39-fcb2-47f4-aebc-3a2498b987ae.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230202/571ff0cf-7464-4a12-81f9-fe22d89ebe6a.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230205/0d38261f-e740-45e3-b74b-4bcfe9da3265.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230118/038a1242-6904-49ed-9b75-e500b6fa9a44.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230127/d28cca8d-806f-476c-9235-ca21c850d37d.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230315/17143cb1-1c6a-40fe-ac05-5c7dd8fe5118.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230312/77a25b88-06da-4795-ae26-1897803e4b2c.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230120/36edd289-4346-404f-90f1-1ce464dd64b1.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230129/ccc0790b-ef4d-4a35-96ef-71d3012ef57e.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230116/c21f429f-8411-4682-99e4-320bd4c01b40.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230111/078f59f8-b694-4a05-845c-1cd8d877fd80.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230110/f71adaf7-8b4c-46b7-a740-003c271c7515.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230128/642a337d-a925-40f7-8092-078369cbedc4.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230117/0d0cafce-105e-4b74-8ec9-c83ca37bbe17.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230121/679045ff-6d1b-4f28-85a7-7273aa17df34.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230313/b2cf7d6e-0f18-40bb-a579-93b3dfbfd6fc.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230119/5879d840-1b9c-43c4-ae96-ab507bb6a4ea.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230314/20125996-2c85-43c5-a67a-079b7b035c39.csv to log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berthDisplay/date=20230126/e241f312-2dde-4d3c-9939-d836ab186189.csv to log=berthDisplay
Created combined DataFrame for log=berthDisplay
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230107/93bb2a4d-f597-4664-978e-9b8c1cf8ae15.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230303/89eb095c-de98-4a31-8a41-94498ccacb03.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230131/e0a8c14e-6d6c-4d8e-8bb6-193bfa7bd794.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230304/4e7e9ca1-bc54-4a83-9ab9-b005e5dacd1b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230109/0d233236-e131-4cf8-b0d2-2e46d8cc97e9.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221222/ca1dfdcc-3a8f-4ac7-8cf3-ebb946b84d3c.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221213/e6766380-a0d8-44a5-a21c-1ba6b1ad5e58.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221214/161d0891-94d6-4437-b737-fa458bced8e6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230305/d4f3318b-7b45-422e-a8e9-a5538a726e01.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230108/2a0a920f-b18a-4da9-b7a4-dc408497aa11.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230130/6a8d62f3-0891-4d4d-a4c5-91af2fd2cbbd.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230302/eeebab9a-88d7-408b-9cb4-6b46676d5795.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230106/0d512893-53a5-458a-8788-f312da1b0f0c.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230101/8b372cc7-c36e-432d-ad7d-a11b32164b46.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221215/bbd2eda2-c784-45bd-b637-c28188caea75.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221212/3dcaa4c3-5ed0-4451-99d6-12b763bb3629.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221224/1a9c5295-2cbc-4a33-a11c-2e42e41e91f5.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221223/11564281-0c12-456d-89ce-c97186f1e154.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230223/a1eb27a5-0dd0-4dd3-ad2a-985c013e5693.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230224/922fe7dc-1331-4488-9d02-991d99ac5897.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230212/84da01b4-b0a7-4179-97ab-178f245faaf6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230215/d0045f6b-eaec-4393-ada9-dbe6ad53b8ac.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221130/f65a69d2-148e-4565-9d72-4ccfa69eb87c.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230214/904ecfcd-51b2-4cef-a262-c8b6ccd3c3e7.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230213/d60c5e59-8007-4ee1-b350-675865ae47b7.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230225/3cc4ff49-7d77-4a45-aef0-f1ad63e22307.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230222/c7d87252-7f59-4681-8c1f-0a0002951242.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221122/191db1c3-0ff8-4776-b896-819d9e441792.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221125/7e726ffc-6d13-4fee-8ea8-a556802cbf26.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221113/9dde3df2-00b6-4e59-8012-a8b3e2e423fc.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221114/c7200fc1-e25e-46fb-b579-83896b84f073.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230207/b663b548-71e5-4a9b-bb2a-c803f540290b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230209/436f1478-c8fe-461a-9047-236c38dae8ad.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221115/f6c71fce-48b9-4d09-b981-867b9cdca6d6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221112/e1d659c4-f8a0-4331-9a40-62a38387ff1d.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221124/5dbff52c-13b5-4827-83ea-4563db1f6a5d.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221123/5a34d00c-3512-49c2-8b9d-024f554a4446.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230208/f19f3003-1a3f-4a38-9501-758accc0f399.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230206/4a3dac94-d484-4099-bb63-588cdd886834.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230201/571928f5-fbd3-4d39-9897-3bac44fd6da9.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221201/53634432-e1b9-4200-bf47-0722681f3c59.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221206/e141fe7a-f08d-4fe1-a287-11cbc51e3fb8.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221230/afaaa943-e659-449d-9cfa-0a3d957592e8.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221208/b893a4e2-0e16-415d-b62d-ebb2fd45d634.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230123/f45a8965-2cad-4b31-98e4-15fb9772d3e6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230311/4d122883-f929-44ca-b512-f072fbc40628.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230316/7713bad4-2db2-42bb-90a2-de54766b03e8.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230124/f83abeae-e72d-43a7-b6c1-37262fbf8c53.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230320/8205922c-7a10-40e8-94d9-e201ae6b7549.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230112/5a7faf1f-abf2-42af-a4a3-aebf58ec2957.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230318/83e322da-5fa9-4266-bbef-6e8589cfdde7.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230115/bccc83b1-75d7-4d59-8115-c84bdde1cb39.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221209/523a4f0f-463f-4326-a19e-d8a49252f96a.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221231/1dac66db-b152-4a46-9243-fe689bd0a1ad.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221207/d69f01e5-26b8-480d-816c-8c5ed3ed1a6b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230319/dbed5572-e4e8-45e7-9b4a-d1acddd35ae4.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230114/3794dc91-39d1-4683-b9b2-0662ff1f9968.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230113/eb8b981d-27c1-4c10-b085-77386a999e59.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230125/e14466ce-363a-445e-b417-ce95586baacc.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230317/8ce95e6b-b681-4e07-bb6a-665358e51cc7.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230310/67203423-6738-48b8-b23c-8db48c73db6b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230122/e68f6edb-cd37-4875-83b6-7c84cc984318.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221219/7e9d3f4f-f3be-4242-bb57-6cbe6d6085fc.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221226/7ffcf224-2cdc-44c8-9b06-909df772a225.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221221/808f55da-ede5-40ad-861c-3dd4469541be.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221228/2096ad50-618b-493f-b8a1-3fcc2215478e.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221217/9c3c72f3-dcbd-4c3e-adc7-21a27659bd33.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221210/23749ae3-4b29-4695-94e9-c4deec17e1a2.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230104/37de5def-69c0-40fd-832e-dcadeb756314.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230309/266dd3d1-976b-43d7-8f42-1b2c8b1ab927.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230103/bb8cc40f-e11b-455f-bdc5-a223d98d1679.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230307/9ccc6339-3f29-4a20-a6f3-3c5496280ec3.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221211/bec1ba87-0506-41cd-bb09-eed91ba43e52.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221229/36091083-3ec9-49db-aa66-75fc227f869b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221216/4386a1a8-4887-406c-a515-758491ab6ae5.csv to log=berth
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Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221218/10ba2e77-6e40-4b4d-8f1e-2d9ca8ca1cf6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221227/22be8794-5f85-458b-a90d-b665d028720c.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230301/d73c46ea-e253-4065-81eb-1f5c956c2626.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230306/cc85e42c-42c7-4283-8536-a8a428509ba4.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230102/26e3cf9e-db6f-4a0a-8a8b-b0b2b99e105d.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230105/a33a7a1d-c267-430a-ac41-e6c373daf40b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230308/1a329d78-9edd-4498-a5f7-60380ab71598.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230227/ac1dff84-5950-4738-81d1-0377a19d8c43.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230218/af5ea491-9fd6-4f6f-bf92-33b3806f7f97.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230220/50102720-324b-4add-ade2-8b1cf953facf.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230216/5f289653-5d6b-4825-9b2d-bf8599c2ca32.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230211/4f7eed43-24b3-478a-a231-15c7d319d01b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230210/2c284f61-a573-4a08-973a-8273ad810f51.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230217/39a3e5a0-eea5-4df1-86d9-2d4120308285.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230228/a5d0e41c-43fe-4def-8547-a47ec511f677.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230221/699e2bff-32ec-464d-919f-aff2d065f771.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230226/828a0877-d317-4a8d-b8bc-49808a4270a8.csv to log=berth
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Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230204/efc1244f-a22f-4d83-ac8a-6e95645a6bf3.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230203/c203c72d-b824-4adb-a4e5-6db74e550efe.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221126/a50d91d7-10e4-4aad-858e-e9c1afa52094.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221119/6c221ae4-b0ee-4257-858c-06bffc145647.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221121/bfe13404-4ebf-4362-b703-9357f9e48afc.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221117/870618ad-d3c3-4d0d-a112-5eb35eee103f.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221128/f90adfe5-a140-4548-9595-3da681fc2cc4.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230202/30250f64-0162-47b7-8039-cede88531bbe.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230205/47e2d621-a63c-42fd-a344-01d0eeb20106.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221111/e3eaa74c-445c-4466-8f5f-58c2b4039f7e.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221116/aea490f3-19b9-4e1b-a840-96123244abd5.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221129/11f68f76-0762-4661-9a80-f44741223cff.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221120/552fa1c3-af7e-4a2a-aecd-96041d08973d.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221127/17e92448-80cf-4370-aed2-f4994449fe43.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221118/95b932d1-760a-4486-b026-35540770b63f.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230118/57fe873e-2f0c-4839-ac03-9e02f3481023.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230127/1162d048-8788-45fe-9ae2-6927e04d2af6.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230315/40903648-c2f3-461e-b2ec-13e88a7d253a.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230312/bd403720-5deb-4522-8a77-c3e979dc0b98.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230120/c532039a-4ef7-4501-a5d9-c5cf67323b9f.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230129/983f7f81-75bd-49ed-9b32-9bbe6f94b6ab.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230116/77bf0301-b430-4070-8823-31babcea5e18.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230111/32fabe6b-b5b5-4b8d-a473-47189287abca.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221205/40e3d797-5d90-453e-ae25-a158e2618da2.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221202/fb98b2a5-dfae-46e6-ada7-e9027027831f.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230110/ba4e4f48-951a-4b33-9736-8e1518dd931a.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230128/09a15fac-e854-488a-993b-3aad66b0caf9.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230117/42e947a9-c974-4583-a2db-595c9e6c1a3b.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230121/0c528ec4-7c62-41c2-9ec1-bfe2a13c4067.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230313/8dc3bbfd-cafd-4878-bd9b-ad80065d0b47.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230119/cbd3160f-3ff2-42eb-b2ce-512773e095bc.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230314/4a93d33b-cc48-49e3-a840-096a88036636.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20230126/062354e0-56ac-4282-a949-87b2614fac67.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221203/7040bc6f-2f5d-43d0-875b-9b4de71e42e9.csv to log=berth
Added /Users/aditijain/Downloads/extracted_metro_data/log=berth/date=20221204/abb69354-6c37-4a1e-bd6e-31f6459f2e92.csv to log=berth
Created combined DataFrame for log=berth
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Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230212/3f7bf1f7-0280-40fb-ba88-db462fd486ba.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230215/ff7fc15b-30bb-4244-a195-451b7585c9e7.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230214/bbae70f5-dff7-4958-9b96-283a58c04ca8.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230213/d1c420ac-37b2-44bc-b681-4e087f9e0330.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230225/bab4ef35-ab4f-4d3f-96d4-37c8fafd85c2.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230222/a6ac79a6-8b33-47b9-9334-8970516d08e0.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221109/42e4dd3d-37ea-4e18-8bb0-0f45e73e1cf2.csv to log=equipment
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Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221125/2115b3cf-490f-40fe-8638-b3021607beb0.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221113/1f091639-04df-4836-9445-4acf07c1309b.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221114/af5ecbc5-bdaa-44f7-bd16-be09eab390dd.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230207/229b679a-d973-46e7-88f7-0e10679a7cad.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230209/e952ba6d-2340-41c8-91a7-142721df05c6.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221115/72e63026-548f-455d-b0f9-807c119eeebb.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221112/01ab1d82-6413-429f-8486-da522ea197ea.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221124/2c6d55dd-5797-4bd4-88f4-25bc386e5c66.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221123/dbca0b2a-5e59-41d8-8f95-75971a9e826a.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230208/9c957e95-7a36-49a8-a53a-2b0c43bfbfe3.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230206/af4e5690-0c34-4f98-ad55-c06e5c9bd4dc.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230201/80a81895-121a-403e-921d-2cd4f016781b.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221206/1e79de54-b9f8-4976-88c2-027d2dd84640.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221230/ecf5ea8d-d071-4b12-8abb-750a03561825.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221208/7dcec4ec-7914-43a9-82d7-7e82061d2ca3.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230123/1ec35fb5-48eb-4b47-a99f-334888ca2592.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230311/c6a3ddd2-5281-4eb5-8f82-96d8459864d7.csv to log=equipment
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Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230124/90430149-2b0b-425a-bb58-f7b0a7ce79dd.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230320/a0f0efd7-94b7-44a4-bd66-e97927f21e29.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230112/75a935a9-a3f8-46a5-b985-22ac477103d9.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230318/b03f883d-b6f2-40f6-89ba-330199eb1fd8.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230115/781d9a7d-2d26-4a27-9f97-153593b7e6be.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221209/d37e5759-c12a-4668-bbde-ee264d49db90.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221231/3c62cbf8-d30f-4e0c-8632-6b1c5abc8e3f.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221207/c5f5bdeb-9258-4084-888e-adadf761d5ea.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230319/dcee07ef-0d36-4994-9c64-8330dcf6c55f.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230114/da312be9-1daa-4496-b8ac-5de04961988a.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230113/1005118e-0377-46e5-9e8d-b2d10b2226af.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230125/58b0ea92-741e-4468-8f4a-bacf99461e8b.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230317/c5ce7b2d-6b96-40c4-92d5-60c6e111441f.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230310/cce89a85-7d56-4c65-bfa5-9ba9400da3de.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230122/20af481f-30ed-418e-9c49-9723ee34ea02.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221219/cf75a5bd-6ffb-4bbc-8d4d-72d748179aac.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221226/c64cd66d-a88a-4f78-aae2-9cbd4587913a.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221221/b6216e3d-7dc5-4912-8d88-4f3b1b4ea062.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221228/2db24b00-83ec-4f85-a90b-10f2c7200642.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221217/ab21e095-baf0-44c2-a5b6-730ba712171d.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221210/2fd936f6-1a33-4a63-9b89-4744f6a0cbbf.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230104/5fb718e8-5a06-4a0d-82f2-ff256b149adf.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230309/eccabe3a-58e6-4c9d-8089-6a801d4593e2.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230103/cac8a8f1-a61f-4947-979e-b7795e97734d.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230307/64eee05a-2244-4cd2-915c-569cdc09bff8.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221211/62c4ec7c-1483-45fa-915f-9160b6037ca4.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221229/1d905459-6b57-4eef-920e-8404eb118a52.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221216/5ad883fa-a480-410f-b156-cac9863f4e3f.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221220/7a1ebdf2-04ce-4743-b9b0-00b144b6492d.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221218/18f29824-2ab4-4ff3-b56a-fe740c586c9c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221227/bdfd6b61-4133-4c7e-a4cb-70d4724426fd.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230301/08170ec8-84de-4b59-ab1a-562ddc52498c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230306/08971e35-3f16-4674-9c1f-f0c0adc67266.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230102/b6ce4275-c768-4a28-9f56-351f73b56e81.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230105/e3f9540a-ba75-4916-8ac2-e8026000622e.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230308/d9338b00-14f4-4e09-83fa-763a69f55b14.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230227/5020d6fd-a428-4db9-bbc0-f4dfcdc456ae.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230218/5d8472b7-138f-4e6a-a574-ae5ac454c528.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230220/1b5045e0-c93b-44a0-9a94-92f33f99b177.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230216/8735d924-af25-484c-8d29-4059f89779d1.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230211/12532d32-ec1c-4869-b7bf-cc2e42d1d400.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230210/ae8fec0c-5e60-4f9e-9f21-6e1a654abdd7.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230217/328fa894-8bc9-4424-bb08-1578e4457f4c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230228/540d6274-6e8f-48c1-b065-4b2d90caeeb3.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230221/e197ed2b-e68c-4ba0-9c34-09ffed3f0687.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230226/75cb6a2a-24de-4da1-a7b6-273ab9edd8b2.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230219/7d6d3425-7f34-4edd-b4e0-cc84991006a0.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230204/8b64f522-4e88-439c-b529-74c67fcda2cb.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230203/ffe7e41d-8ca1-4828-b8fb-a213fc3ebd2a.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221126/504f5eb7-e201-4b3d-99d2-71dba652ca81.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221119/b48a7b11-00f0-4c71-927a-55d749039fb2.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221121/46780ea0-c121-40e9-82a1-16cb9826d937.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221117/a3af062d-95ca-401a-9a5a-a9e2ef0554d4.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221128/e038f67b-3e19-48fa-8467-e03a765e2a9c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221110/8ac167e1-ac2d-4c6a-bf12-959e1067d411.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230202/5c6dbde2-3729-4dcb-85a7-8c33b4d3a5ee.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230205/e1c2d1e6-8363-41fc-8fbd-3c78a64eaade.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221111/1cc6f9a0-4d52-4f63-82d3-d49fc843bd8e.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221116/72234891-6ac9-4bfc-b400-59e800b20c7a.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221120/6eef3e92-dcf7-4a57-a575-13e4496b114c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221127/23c1875e-1c89-4963-a155-5c1a2351f2da.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221118/40de6791-3c73-43f8-8249-df9383ae15f4.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230118/1642b539-beb2-48a9-9858-66699f3607fc.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230127/063fc43f-135a-4bd2-a6bf-9ca1d1129788.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230315/a1f2dc4c-1913-4bdd-b252-e456bc283748.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230312/f9fffd3c-06e1-4536-a530-3e84cd2b544c.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230120/096e1f76-b58a-4a0d-885a-684c3d3e5439.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230129/3196a7c1-686e-4cd1-9b22-6c9b7f3fef42.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230116/e02103c9-e027-42f5-a8a0-e891fdf13855.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230111/1ea591c4-8b71-4214-b1f2-786a0e9643f3.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20221205/d0563970-8276-4185-9ab5-cd6f6848a174.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230110/64400e30-9aa9-4238-b1f0-49ebc305dfce.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230128/1b5ba13e-2b33-495d-8cca-a2c262c7d690.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230117/49d617f8-4044-4b07-a89f-d61dab3e93ef.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230121/8c77f31b-962f-4ea8-8995-28ddb6cf5507.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230313/9aa1b6d9-e72b-4216-bfd4-d31b4fb4f2b1.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230119/154ac163-5f48-4c52-8976-6e2cc2b59f06.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230314/4389fb54-8a25-446f-9aa5-8bba75625a00.csv to log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=equipment/date=20230126/39aea47e-ba64-4138-85f1-ea262e42823b.csv to log=equipment
Created combined DataFrame for log=equipment
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230303/e8ce155b-8e60-49e3-b19c-0fcca53ca43d.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230131/3a7118bf-035a-4e13-85dd-31541fda8843.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230304/abbf3124-5f1d-4a89-818b-f07b47b65066.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230305/e7189b3f-e555-4691-865f-03a33ec4e513.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230130/bba28600-694b-48cb-92fb-ed34a0c5ea11.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230302/deca5a81-abb1-477a-bb4d-9288c8ec87a4.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230223/24680f25-f923-4360-b608-125b7bead33a.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230224/5cbfc2cd-191f-4b86-baf3-13394db08678.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230212/6987a362-f414-4e0a-9c31-5ff9f6581916.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230215/dea08288-c0b1-4041-b2fc-05eb300cd2e9.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230214/f2bf29fe-2ce3-40ba-aa51-965fc20780a9.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230213/be28d0bc-d2b1-4f33-895f-2cb90c111fc6.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230225/b97de9a4-f885-4eff-9aed-53d2d86b73f5.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230222/100f20cd-5451-4416-b8c9-144896d80336.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230207/92826ca5-ef2a-463e-8adc-ae4c04b165f4.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230209/cde4b8b3-f83c-4e94-88c8-a82242984aaf.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230208/b3eadf3c-446e-413a-bb9e-9c0ac20371d1.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230206/d8248d24-7b05-4e4c-a23d-7f1e4752796a.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230201/6aef464f-15ea-44cf-a350-4d5243c590dd.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230123/54bd3f8c-dc6a-4fdc-a8c4-5f855505a7fa.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230311/ff2720f7-db4e-49d0-bc90-9820e3797535.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230316/7f990d5b-aa9f-4b05-910b-b1197eff8918.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230124/521b11aa-12b5-4212-9d6d-7183bea5e5db.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230320/809a0e2f-8db5-4445-8540-eff9b0240195.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230318/dc9116c4-5ecd-4e90-b34b-156887524dd7.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230319/1d0a871f-a932-4f97-bb53-a37e9b977984.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230125/5eafab03-962f-489a-b84f-81da02dde757.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230317/a024a238-e3db-40d3-a578-e44f0cb48978.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230310/a8d2f70d-d7a9-48b9-a399-cb3a24ab1418.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230122/7158e931-a333-4cdd-a27e-638b87c48913.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230309/0801138e-9085-40e2-ad70-c40655b3cede.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230307/206c3cdd-b0ad-4dc4-8149-eeab63232b4b.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230301/7efc5054-4718-42ee-be68-d28c1ee93bb2.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230306/4f4e9b41-67df-49b2-81a2-fd46b4210971.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230308/85dab8dd-7937-4044-9e15-ddc5b6d4bde2.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230227/898538b9-22c1-47b5-baaa-de3674b2706b.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230218/2d37b2d4-1d1c-410f-b967-50a721307a07.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230220/815e41eb-a054-413b-a4f6-f6e4ed23665c.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230216/36ed4a79-9f45-4e0f-a262-e910567cad56.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230211/104a870b-6463-4ba5-911d-09babf1aab2b.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230210/c9e5fc5d-0886-4a54-a00b-5cddec367128.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230217/6f1d2cf7-d496-4ace-894f-098be5c36c22.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230228/5808a80f-05de-4bb3-9ced-964314b83684.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230221/aadb1abe-8792-496e-9bc2-66dcba6f2418.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230226/3964d5f0-55d7-47b1-8a5e-cfc9c723b6a5.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230219/37f5b7fb-7911-48f3-8561-c125392fae69.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230204/0a55e27d-0dd8-4771-bffe-003fe1f97c69.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230203/1da1585f-3b1d-4785-93dd-601da1882698.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230202/ebd9f439-8c23-4a9a-ba70-59330ffc6f27.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230205/5af57bf0-6e57-42e8-a1f3-028f1576bd60.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230127/a1551376-c339-441e-833a-3434daa55d1d.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230315/a752c355-b809-44b1-9296-d01d7e6e4340.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230312/f1086ce7-5d87-423c-834c-7c920bccdf6f.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230120/5aa8b8c8-a1b8-4ddd-85ae-711194443a5f.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230129/e81dad6f-3f95-42a0-8e25-20408f1fd8a3.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230128/c309981a-16f2-4bf6-bb8e-6997bb2c3d43.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230121/6c56d0cf-7617-4323-b13c-cfb7b1e37dc4.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230313/9258bd8e-aeed-4bab-8164-2a9266ad114d.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230119/7b9fb52f-aefe-4449-ba46-b2f2360dd3ee.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230314/eab72a90-738c-4d9f-bfd1-5441f4a99281.csv to log=mobile
Added /Users/aditijain/Downloads/extracted_metro_data/log=mobile/date=20230126/48a49aee-6266-4a19-81ee-12aceaa8b15a.csv to log=mobile
Created combined DataFrame for log=mobile
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Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_268f59e3-ccab-438c-92b8-12b0e18e94e4.csv to berthhistory
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Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230131/20230519_080415_00121_anghu_77a93f7f-6ff9-4e65-adfd-19a85806a46f.csv to berthhistory
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Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230228/20230519_080415_00121_anghu_853c3546-fc2a-4f39-b5b0-23ee5c26f46a.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_e5564ac9-7348-43df-babc-565d81e25135.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230221/20230519_080415_00121_anghu_f7a5954c-abb6-4481-9136-52ca2919a800.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_836a1c69-362e-4aeb-995c-072122275f28.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_c1591309-53fc-4aad-8adf-79d002b58349.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230226/20230519_080415_00121_anghu_1b572c60-a614-4c0e-94fa-7d97bae100c1.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_d1061d22-662a-44ac-a718-d13428e03008.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_c5964d1e-8547-49cc-b7e5-24a430bf0d77.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230219/20230519_080415_00121_anghu_1d737373-a0c2-4326-bf43-23b3206d1c94.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5255ce05-92b8-4d9c-8e5a-dfc7431c209f.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_5a6aa8d0-8290-4dcb-a0a0-2d5c08299a68.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230204/20230519_080415_00121_anghu_56093bd1-dfd0-4be8-b537-0f4d17b687e3.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_66ff3596-80d6-4b32-8f1b-f5ca3c6cfcc7.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_40dbcffa-e259-4bc3-be39-6b81d972527a.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230203/20230519_080415_00121_anghu_832724c7-78bc-40ac-8197-f0bbc31494d6.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_eb8d0c5e-0718-4497-896b-245343fd8beb.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_ba77abc6-d2de-4bc9-9678-bb332908a077.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230202/20230519_080415_00121_anghu_e9c1ae49-b394-42fd-8f76-0edd49d62134.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_1b7ed2f0-8edf-49ee-a078-882fff07c878.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230205/20230519_080415_00121_anghu_117390c9-e9a1-4cbb-b048-1ada0b711ab4.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_d5bc4b7a-770a-4e17-9b82-706c04a0e5cc.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_2bfd9126-de30-40a1-8745-9f8bd2104068.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_9e5d9d0a-6774-4742-ab44-e465fba038fb.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230118/20230519_080415_00121_anghu_847976f7-76ca-4851-a8b2-06a116443613.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_ec44def6-5f8b-4f39-b42e-925dbc895e0c.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_e5c6e089-0c8f-457f-92f5-c73fbf506cd4.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230127/20230519_080415_00121_anghu_82463d5c-f069-44dd-9de3-13298827a1aa.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f52c068b-49c4-4a94-9a55-816a5d3e8750.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_d2dc8201-0f06-464a-aa34-4e0c6aceb7f2.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230315/20230519_080415_00121_anghu_f0c6fec8-a4ad-49e3-9a5c-864e206bfe29.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_3dfb9790-eb06-4b15-b53b-0a497296cede.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230312/20230519_080415_00121_anghu_b8d0626a-cfa7-45b8-b1f5-96344db245f7.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_9897b1cc-508b-42c7-8a1c-2851e4309ed8.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_db6ea8ee-129f-4590-aa1d-dd7fb7fe4c62.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230120/20230519_080415_00121_anghu_be108ba4-29f7-4c20-b220-22a48a27a384.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_92295a1d-b369-4b4f-b244-8233867d3708.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_04fd2073-bbe6-4726-a67c-8be7c4299edd.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230129/20230519_080415_00121_anghu_3ae81c30-bdb2-4a19-8694-d5f938682be2.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_8beae3f5-8d61-4685-8bc3-c56fb1f37ce0.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35a45dfb-a58d-4e13-a9ff-868e6049ec92.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230116/20230519_080415_00121_anghu_35f00c36-08b2-4ace-a450-b6234bcba573.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_2dc3772f-8036-4ae9-b1f8-ed1b24925ad1.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_f5f6a441-7c8d-4421-b09a-0fb2c1199b63.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230111/20230519_080415_00121_anghu_3cf440de-f0de-4f00-970a-d461475baaf6.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_b8232718-8be4-42e0-8398-4dbc1c7fca98.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_7cbfeaad-4b2f-41fa-9c2f-52032ae9db21.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230110/20230519_080415_00121_anghu_e0c3cd50-7abb-4c78-95ce-5a4f5af18a76.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_2a07b23a-3dab-4878-b740-25da64908ed6.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_d7758d77-1d90-4445-8ec5-1533a0802465.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230128/20230519_080415_00121_anghu_a4f0f3fc-5375-41c7-b549-8df8e20d2454.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_fa3820b8-c90c-42d9-ab7c-58acf30fe3ea.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_9fbe8d7c-27e3-4ab8-a906-ef4016bfe545.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230117/20230519_080415_00121_anghu_309aac42-dbf5-432a-ac06-412077a39767.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_ba166507-aa3d-4161-bbee-11fbc864b87d.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_1c9a89b2-f359-406f-ad99-2a50c35d6404.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230121/20230519_080415_00121_anghu_06303994-854e-4946-b708-0721b2004e13.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_70c04390-984a-420d-8af2-22967e7018e0.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_c32a8887-7b53-4d5c-a6fd-2ac9db27e398.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230313/20230519_080415_00121_anghu_d1fb14e3-1623-41aa-a37c-0df12206faa3.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_2f82ca1d-08a9-4c39-9717-921c8138ced6.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_be7b3228-43e5-4728-8016-c6c354d8745d.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230119/20230519_080415_00121_anghu_5e48f2c8-635b-4262-814c-6114aff06822.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_4f9abd55-fa7d-41e0-b91c-74b71378e0ac.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_3548f26d-73aa-476e-b690-e3fd3b77c594.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230314/20230519_080415_00121_anghu_530ea43a-7214-477a-bbd9-06b02a7681a0.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_212f8450-5a98-45fd-9aaa-b528ddf53596.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_15729c4c-db5b-49ac-9479-c9805348759e.csv to berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/berthhistory/date=20230126/20230519_080415_00121_anghu_4e13ee99-4b7d-4dfc-900f-a1a087172b1f.csv to berthhistory
Created combined DataFrame for berthhistory
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230303/e2ad254c-d3e4-455b-9ea7-3137b0faba45.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230304/07b2a114-581f-46bb-8bce-74b84588c73f.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230305/af60c164-7d04-4512-a0ca-d6a67e21a867.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230302/e90ac914-e826-47c5-9a2e-933a30398f6a.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230225/ba488dcb-d12f-4a60-87a2-a6c0958ab912.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230311/076469b5-a3bd-4cf4-b8eb-47616d164aa0.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230316/054f72c0-2c37-46e1-83a2-6a715f1a7949.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230320/84d4b933-b5b2-4638-a176-002b6eddedb0.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230318/857c6726-f413-4379-8f2b-061172dd3b79.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230317/0552a164-cdc4-4398-812d-8a27446cea2b.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230310/8fe512a5-0f9c-41e8-a255-f01d898ad2af.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230307/e7fa0a53-8fca-43a5-b640-db4aac5f989b.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230306/c5fee23c-b13d-4422-97d6-0353eead0616.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230308/28d55b1f-b239-4da9-b8b4-6baa74bd4d0f.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230227/6b610900-33f8-46ba-b590-2812161031df.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230228/40a233c9-f83f-4757-9521-9b776149b4ed.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230226/f14f9dea-1eea-4c49-a499-3aae57a1b3d8.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230315/ff10b0b7-8bed-41e5-8a93-9ed8b7bd43a5.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230312/4652eff5-6d1b-4428-9750-d9585f7f5cdc.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230313/9138f040-0b71-4c71-a73d-c505d9249756.csv to log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=train/date=20230314/e3712e3a-4455-43ad-8dfb-75f3fb5cb7b9.csv to log=train
Created combined DataFrame for log=train
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230107/dec46dfc-cd0f-44cd-88d2-b8a201697723.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230303/25bd9791-b532-48b9-9185-af734608ee06.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230131/323f3b51-6c7b-46fe-a86d-a36d48678e6a.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230304/4dfa7cb5-4926-4edc-b44a-c6580c9903a6.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230109/76b448a6-007f-414d-9ecc-6867a339ad05.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230305/464bf3e0-7f05-4eef-86ea-9339410a9174.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230108/5c986524-6162-418f-90d3-992e8c00f7c6.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230130/e39556e1-f3c2-4d0d-b991-662e147bce82.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230302/67692f9d-051f-49a2-902a-bec4c1260f88.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230106/71af3cd7-48fc-4e00-8028-62aa7ba8c5e2.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230101/3b858fda-1c2b-4e04-ada9-5651c821f610.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230223/0a54d5f5-e5db-4008-a9f6-24473c38b91b.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230224/e7f577d6-1f39-4d1a-81c0-ca59e6a06984.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230212/ea4fbb0b-5d92-490a-b195-2dec79d49ed6.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230215/94b50dea-bf0c-4642-bbaa-245b5c2f9154.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230214/5f01a9c1-66ee-4919-a72b-8ec36fa7ff00.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230213/bd231c2b-fbd3-47f4-8c90-a9025aa24501.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230225/bd821490-c66d-4c4c-a5d0-ab985b98ddf7.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230222/51bd61bf-4868-46f9-b422-5014d2b42cb0.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230207/03483d26-646a-44e1-8f30-e1a508f8bef6.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230209/9c6239d1-21f6-49bb-9f26-606b6db4b448.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230208/73245482-5c6f-4b36-97fe-31b67f987843.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230206/802569af-a9b5-4ced-bd65-d3cb5da35260.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230201/a0eacb04-71e6-4613-8d64-85865772f77f.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20221230/93b43f58-2a0f-48cc-9f01-705492153d62.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230123/51605bce-e005-4ea4-819b-06d341f62a42.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230311/2cb4f377-f748-47a6-afee-5d46009b0f86.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230316/b60a116d-01a9-454c-8051-f489e7270b89.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230124/35669e4a-b8b9-41a7-bc85-3690574abb10.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230320/062c464f-abca-4182-b792-897e56082da7.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230112/c5cd2de2-2f27-49d2-9bd1-443b86855c01.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230318/a487bdc2-be93-47f9-84ca-65a98d49d091.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230115/1b042f3f-607e-46b3-9866-765c6965d90c.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20221231/b51a508d-5602-4eee-a32b-d9a0c92f0733.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230319/5fcb5059-a23d-4fee-9123-75d608cc3580.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230114/4b073c02-83de-48ea-b469-a91e4c7e5350.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230113/6150a0f2-bfc3-4c1b-a956-a022517bbc87.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230125/3860d8e8-7dab-4475-945e-eaef9c0925dc.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230317/5ddee8ed-444b-4308-aabb-e1c82257f447.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230310/b532006a-db1a-45a5-9afb-6608466b74a7.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230122/795a6e31-d862-4e03-ac09-973a91659c60.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230104/ca29c334-c7a0-4210-8acf-a224bd7c3f1c.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230309/57b63c22-9de0-46d9-8b4e-a58c8fd28746.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230103/f4d175c7-3c58-4df2-a1b4-f0d16c9b0f06.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230307/d28ba637-b9b0-462a-8bd4-6b04883abec7.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230301/7a9d8325-8d1a-4596-ba55-552942b85774.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230306/75229b4b-068e-47a6-8ee4-7d058792e2e8.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230102/4b1342bc-460c-42f5-8c84-d7d944b4536f.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230105/b8151e34-a6f8-4141-ac09-d0ab04497954.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230308/7100e134-c0fc-449d-ba6b-ebce20bbf906.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230227/205bfc4e-0b2f-4efe-bf38-d03e5ca8ac1e.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230218/d4acba04-61ab-4e6b-bb77-d591b3dcd82d.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230220/e348aaf5-4c21-41e0-8dc1-df5475593945.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230216/5969d502-36da-4231-90da-0fd8b25367a5.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230211/18167490-8bdf-4949-b934-0ce055c5fe95.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230210/7664bf5d-2dfc-41b6-9d4c-c6549e58b75a.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230217/7c8c485c-0424-457f-9388-6c523f88ba9e.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230228/3b9e5930-7263-4153-afa7-475b8a3237d2.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230221/12cd0e8c-2006-4543-9533-27087d59f6fa.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230226/8f5652e5-660b-4de1-8387-666bb804f743.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230219/795d4c0e-1b2d-49e2-8e4d-d96d4293bb3f.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230204/012d4e1a-b750-45fc-b4e4-aaa99f164f69.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230203/f3691337-9382-4ff3-b4ed-5244df1c36a9.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230202/5650975b-9d73-4f46-9823-2463db24f031.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230205/befb0732-cb06-4d24-932f-1c64df26ad0d.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230118/b8dc063d-499b-4cc9-9502-d019d756996f.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230127/f0285b2f-40a8-4001-8f77-5bb455062c98.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230315/81f57a76-86c2-468f-ac24-ed1c7a703b9c.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230312/b67e5b45-2b37-4ea0-9365-7fc0e7f0d145.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230120/ea4e88d2-223e-405b-b61a-12292900ad54.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230129/759a3101-a6b4-4778-a245-fa46f5e829ce.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230116/c3ead9d5-f37b-4bfc-aec7-ec5a63461dae.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230111/a1e97025-af86-4a2e-b6bc-fc559602e035.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230110/f1e572e9-557d-4f4b-b037-c3bd18cd1696.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230128/e776f58d-320b-4171-b360-3a03d10d41a9.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230117/6a27d19a-2915-470a-ac72-4b605cefa9ef.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230121/7d7911e4-2efb-43b5-b2ba-1c737c643099.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230313/defb0e36-cd87-41af-bfd3-c0a7c310ba55.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230119/928cfb98-eadb-49b6-9eb0-7a94d3a0222b.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230314/026f4103-d1a9-4da2-81d5-5618c93e11eb.csv to log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=infrastructure/date=20230126/6a6eb632-f5e0-45d6-bcf4-644fc3f8fdbf.csv to log=infrastructure
Created combined DataFrame for log=infrastructure
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230303/5022a826-7580-40d6-8d1c-1275707e3679.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230304/2e0f5234-4d18-4102-8ce0-3793586c6668.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230305/2594a603-99a9-46b2-8b10-5f7f4af84f17.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230302/4f9133f1-96f2-4f94-9709-f9e33b3e3c5a.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230225/09be4cab-bd23-4962-949d-84a2ae0a2616.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230311/4e9badd5-ddb6-4b14-a086-67954725d645.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230316/2a42aef8-48c8-45cd-a9c2-6c5b171059d3.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230320/6c20536d-3739-43c5-ae17-b13ddd0bd5b7.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230318/6b1dc753-37dc-4d38-a7f8-d334166f332a.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230319/98300b30-4df4-4bb0-8a68-44a4d56861aa.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230317/c77373c4-eab2-4fb0-a761-7bde53caeff7.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230310/d98e0b5f-3312-4b42-8d44-77639fe26cbf.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230309/d72c9ba9-1a2f-4d45-9338-908f2be56713.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230307/b57ac60b-73d7-4077-9a7e-5523bb061583.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230301/c49f5d64-99d7-47b9-816d-72f8001e3190.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230306/046b9931-9fd4-4aa2-b42f-1b80d5a368f0.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230308/db5b4399-2628-4723-afa0-5d20302543d7.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230227/81301b3f-1ccd-4d36-ade7-f952cb276003.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230228/50472b58-828d-4cb0-8940-a7ac4989ae52.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230226/84b01ff7-1c1f-4c17-9655-282f2b86220b.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230315/c40c5a84-56ed-40cf-bb5f-ef53e673db0d.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230312/494aeb02-0635-4e89-84d8-0cdbe2fc8f80.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230313/7d6b7eaa-0ccd-4f78-803d-8b59f645b33a.csv to log=platform
Added /Users/aditijain/Downloads/extracted_metro_data/log=platform/date=20230314/57b5bcca-8e37-4317-8444-a5d63f227013.csv to log=platform
Created combined DataFrame for log=platform
DataFrames loaded and combined: ['log=berthDisplay', 'log=berth', 'log=equipment', 'log=mobile', 'berthhistory', 'log=train', 'log=infrastructure', 'log=platform']
In [41]:
# Assuming 'dataframes' is a dictionary where keys are DataFrame names and values are the DataFrame objects

def display_dataframe_schemas(dataframes):
    """
    Display the schema (column names and data types) for each DataFrame in the dictionary.
    """
    for name, df in dataframes.items():
        print(f"Schema for DataFrame '{name}':")
        print(df.info())
        print("\n" + "="*40 + "\n")  # Separator between DataFrame schemas

# Display the schemas of all loaded DataFrames
display(display_dataframe_schemas(dataframes))
Schema for DataFrame 'log=berthDisplay':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2850290 entries, 0 to 2850289
Data columns (total 9 columns):
 #   Column          Dtype  
---  ------          -----  
 0   datetime        object 
 1   type            object 
 2   berth           object 
 3   state           object 
 4   train           float64
 5   train_date      object 
 6   train_time      object 
 7   train_datetime  object 
 8   delta           object 
dtypes: float64(1), object(8)
memory usage: 195.7+ MB
None

========================================

Schema for DataFrame 'log=berth':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 26997536 entries, 0 to 26997535
Data columns (total 8 columns):
 #   Column          Dtype 
---  ------          ----- 
 0   datetime        object
 1   type            object
 2   berth           object
 3   train           object
 4   train_date      object
 5   train_time      object
 6   train_datetime  object
 7   delta           object
dtypes: object(8)
memory usage: 1.6+ GB
None

========================================

Schema for DataFrame 'log=equipment':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 6267189 entries, 0 to 6267188
Data columns (total 5 columns):
 #   Column         Dtype 
---  ------         ----- 
 0   datetime       object
 1   type           object
 2   id             object
 3   state          object
 4   equipmentType  object
dtypes: object(5)
memory usage: 239.1+ MB
None

========================================

Schema for DataFrame 'log=mobile':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2417329 entries, 0 to 2417328
Data columns (total 8 columns):
 #   Column            Dtype  
---  ------            -----  
 0   datetime          object 
 1   type              object 
 2   train             int64  
 3   location_type     object 
 4   location_number   float64
 5   speed             object 
 6   door              object 
 7   service_in_ready  bool   
dtypes: bool(1), float64(1), int64(1), object(5)
memory usage: 131.4+ MB
None

========================================

Schema for DataFrame 'berthhistory':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 3178392 entries, 0 to 3178391
Data columns (total 4 columns):
 #   Column    Dtype 
---  ------    ----- 
 0   datetime  object
 1   berth     object
 2   train     int64 
 3   state     object
dtypes: int64(1), object(3)
memory usage: 97.0+ MB
None

========================================

Schema for DataFrame 'log=train':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 841711 entries, 0 to 841710
Data columns (total 15 columns):
 #   Column            Non-Null Count   Dtype  
---  ------            --------------   -----  
 0   datetime          841711 non-null  object 
 1   type              841711 non-null  object 
 2   train             841711 non-null  int64  
 3   update            841711 non-null  object 
 4   train_date        841711 non-null  object 
 5   train_time        841711 non-null  object 
 6   train_datetime    841711 non-null  object 
 7   delta             841711 non-null  object 
 8   location_type     829398 non-null  object 
 9   location_number   467181 non-null  float64
 10  speed             829398 non-null  object 
 11  door              829398 non-null  object 
 12  service_in_ready  829398 non-null  object 
 13  driver            643785 non-null  float64
 14  location          12313 non-null   object 
dtypes: float64(2), int64(1), object(12)
memory usage: 96.3+ MB
None

========================================

Schema for DataFrame 'log=infrastructure':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 9372286 entries, 0 to 9372285
Data columns (total 4 columns):
 #   Column    Dtype 
---  ------    ----- 
 0   datetime  object
 1   type      object
 2   id        object
 3   state     object
dtypes: object(4)
memory usage: 286.0+ MB
None

========================================

Schema for DataFrame 'log=platform':
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1025670 entries, 0 to 1025669
Data columns (total 10 columns):
 #   Column              Non-Null Count    Dtype 
---  ------              --------------    ----- 
 0   datetime            1025670 non-null  object
 1   type                1025670 non-null  object
 2   platform            1025670 non-null  object
 3   platform_direction  1025106 non-null  object
 4   platform_event      1025670 non-null  object
 5   train               1025670 non-null  object
 6   train_date          1025670 non-null  object
 7   train_time          1025670 non-null  object
 8   train_datetime      1025670 non-null  object
 9   delta               1025670 non-null  object
dtypes: object(10)
memory usage: 78.3+ MB
None

========================================

In [43]:
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd

# Load a sample of data or filter by date range
# Adjust sample size and date range based on your needs
df_berth_sample = dataframes['log=berth'].sample(n=10000)  # Replace with appropriate sample size
df_platform_sample = dataframes['log=platform'].sample(n=10000)
df_train_sample = dataframes['log=train'].sample(n=10000)
In [88]:
import pandas as pd

# Correctly read the berthmap JSONL file
berthmap_path = "/Users/aditijain/Downloads/extracted_metro_data/berthmap/berthmap.json"

try:
    berthmap = pd.read_json(berthmap_path, lines=True)
    berthmap.rename(columns={"Berth List": "berth", "Berth Location": "location"}, inplace=True)
    print(f"Berthmap Data:\n{berthmap.head()}")
except ValueError as e:
    print(f"Failed to process {berthmap_path}: {e}")

# Assuming the rest of your code follows, and you will merge this `berthmap` DataFrame with other data
Berthmap Data:
  berth      location Direction    Branch   Route
0  0204    Longbenton       Out  St James  Yellow
1  0244  Palmersville       Out  St James  Yellow
2  0334    Percy Main       Out  St James  Yellow
3  0369    Walkergate        In  St James  Yellow
4  0363                      In  St James  Yellow
In [80]:
import pandas as pd

# Assuming 'dataframes' is a dictionary with dataset names as keys and DataFrames as values
for name, df in dataframes.items():
    print(f"Dataset: {name}")
    print(df.head())  # Print the first few rows of the DataFrame
    print("\n" + "="*40 + "\n")
Dataset: log=berthDisplay
                  datetime          type berth     state  train  train_date  \
0  2023-01-07 04:37:01.000  berthDisplay  0486  occupied  132.0  2023-01-07   
1  2023-01-07 04:37:02.000  berthDisplay  0477  occupied  127.0  2023-01-07   
2  2023-01-07 04:37:02.000  berthDisplay  0459  occupied  124.0  2023-01-07   
3  2023-01-07 04:38:02.000  berthDisplay  0443  occupied  121.0  2023-01-07   
4  2023-01-07 04:38:01.000  berthDisplay  0562  occupied  107.0  2023-01-07   

     train_time           train_datetime    delta  
0  04:37:01.000  2023-01-07 04:37:01.000  0:00:00  
1  04:37:32.000  2023-01-07 04:37:32.000  0:00:30  
2  04:37:52.000  2023-01-07 04:37:52.000  0:00:50  
3  04:38:12.000  2023-01-07 04:38:12.000  0:00:10  
4  04:38:51.000  2023-01-07 04:38:51.000  0:00:50  

========================================

Dataset: log=berth
             datetime   type berth train  train_date    train_time  \
0 2023-01-07 02:12:05  berth  0603   ***  2023-01-07  02:12:25.000   
1 2023-01-07 02:15:01  berth  0631   ***  2023-01-07  02:15:41.000   
2 2023-01-07 02:17:02  berth  0651   ***  2023-01-07  02:17:42.000   
3 2023-01-07 02:18:01  berth  0669   ***  2023-01-07  02:18:31.000   
4 2023-01-07 02:18:01  berth  0651   ***  2023-01-07  02:18:31.000   

            train_datetime    delta  
0  2023-01-07 02:12:25.000  0:00:20  
1  2023-01-07 02:15:41.000  0:00:40  
2  2023-01-07 02:17:42.000  0:00:40  
3  2023-01-07 02:18:31.000  0:00:30  
4  2023-01-07 02:18:31.000  0:00:30  

========================================

Dataset: log=equipment
                  datetime       type       id    state       equipmentType
0  2023-02-24 02:00:03.000  equipment  PLIDOWN  running  Platform indicator
1  2023-02-24 02:00:03.000  equipment    MSPUP  running  Platform indicator
2  2023-02-24 02:00:05.000  equipment    SFCUP   failed  Platform indicator
3  2023-02-24 02:00:05.000  equipment    BYWUP   failed  Platform indicator
4  2023-02-24 02:00:05.000  equipment  UNIDOWN   failed  Platform indicator

========================================

Dataset: log=mobile
                  datetime    type  train location_type  location_number  \
0  2023-03-03 04:45:06.000  mobile    121   destination              NaN   
1  2023-03-03 04:45:00.000  mobile    121   destination              NaN   
2  2023-03-03 04:46:07.000  mobile    126   destination             26.0   
3  2023-03-03 04:46:09.000  mobile    126   destination             26.0   
4  2023-03-03 04:46:00.000  mobile    126   destination             26.0   

  speed    door  service_in_ready  
0  slow  closed             False  
1  slow  closed             False  
2  slow  closed             False  
3  slow  closed             False  
4  slow  closed             False  

========================================

Dataset: berthhistory
              datetime berth  train      state
0  2023-01-07 09:28:00  0553    109  departure
1  2023-01-07 09:28:00  0704    102  departure
2  2023-01-07 09:28:00  0678    102    arrival
3  2023-01-07 09:28:00  0549    108  departure
4  2023-01-07 09:28:01  0738    102  departure

========================================

Dataset: log=train
             datetime   type  train  update  train_date    train_time  \
0 2023-03-03 04:45:06  train    121  status  2023-03-03  04:45:46.000   
1 2023-03-03 04:45:00  train    121  status  2023-03-03  04:45:50.000   
2 2023-03-03 04:46:07  train    126  status  2023-03-03  04:46:17.000   
3 2023-03-03 04:46:09  train    126  status  2023-03-03  04:46:19.000   
4 2023-03-03 04:46:00  train    126  status  2023-03-03  04:46:20.000   

            train_datetime    delta location_type  location_number speed  \
0  2023-03-03 04:45:46.000  0:00:40   destination              NaN  slow   
1  2023-03-03 04:45:50.000  0:00:50   destination              NaN  slow   
2  2023-03-03 04:46:17.000  0:00:10   destination             26.0  slow   
3  2023-03-03 04:46:19.000  0:00:10   destination             26.0  slow   
4  2023-03-03 04:46:20.000  0:00:20   destination             26.0  slow   

     door service_in_ready  driver location  
0  closed            False     1.0      NaN  
1  closed            False     1.0      NaN  
2  closed            False     NaN      NaN  
3  closed            False   526.0      NaN  
4  closed            False   526.0      NaN  

========================================

Dataset: log=infrastructure
                  datetime          type  id      state
0  2023-01-07 02:00:00.000  interlocking  01  connected
1  2023-01-07 02:00:00.000  interlocking  02  connected
2  2023-01-07 02:00:00.000  interlocking  03  connected
3  2023-01-07 02:00:00.000  interlocking  04  connected
4  2023-01-07 02:00:00.000  interlocking  05  connected

========================================

Dataset: log=platform
             datetime      type platform platform_direction platform_event  \
0 2023-03-03 04:53:08  platform      DEP                 NX       departed   
1 2023-03-03 04:53:02  platform     RGCC                 IN    approaching   
2 2023-03-03 04:54:08  platform     RGCC                 IN       standing   
3 2023-03-03 04:57:00  platform     FGTT                 UP    approaching   
4 2023-03-03 04:58:00  platform     FGTT                 UP       departed   

  train  train_date    train_time           train_datetime    delta  \
0   121  2023-03-03  04:53:38.000  2023-03-03 04:53:38.000  0:00:30   
1   121  2023-03-03  04:53:52.000  2023-03-03 04:53:52.000  0:00:50   
2   121  2023-03-03  04:54:38.000  2023-03-03 04:54:38.000  0:00:30   
3  3Y80  2023-03-03  04:57:40.000  2023-03-03 04:57:40.000  0:00:40   
4  3Y80  2023-03-03  04:58:00.000  2023-03-03 04:58:00.000  0:00:00   

                 hour  
0 2023-03-03 04:00:00  
1 2023-03-03 04:00:00  
2 2023-03-03 04:00:00  
3 2023-03-03 04:00:00  
4 2023-03-03 04:00:00  

========================================

In [152]:
df_train = dataframes["log=train"]
df_train['location_type'].unique()
Out[152]:
array(['destination', nan], dtype=object)
In [95]:
import pandas as pd
import altair as alt

# Assuming you have the dataframes in a variable called `dataframes`
df_train = dataframes['log=train']
df_platform = dataframes['log=platform']

# Convert datetime columns to datetime objects for proper calculations
df_train['train_datetime'] = pd.to_datetime(df_train['train_datetime'])
df_platform['train_datetime'] = pd.to_datetime(df_platform['train_datetime'])

# Merge the train and platform dataframes on the 'train' and 'train_datetime' columns
df_combined = pd.merge(df_train, df_platform, on=['train', 'train_datetime'], how='inner')

# Check if the merge is correct and if there are any delays
print("Merged Data Sample:")
print(df_combined.head())

# Calculate the delay in minutes
df_combined['delay'] = (df_combined['train_datetime'] - df_combined['train_datetime']).dt.total_seconds() / 60

# Step 3: Classify trains as 'On-Time' or 'Delayed' based on an acceptable delay window (e.g., 5 minutes)
acceptable_delay = 5
df_combined['punctuality'] = df_combined['delay'].apply(lambda x: 'On-Time' if abs(x) <= acceptable_delay else 'Delayed')

# Aggregate results to calculate the percentage of on-time trains
punctuality_matrix = df_combined.groupby(['platform', 'punctuality']).size().unstack(fill_value=0)
punctuality_matrix['Total Trains'] = punctuality_matrix.sum(axis=1)
punctuality_matrix['On-Time %'] = (punctuality_matrix['On-Time'] / punctuality_matrix['Total Trains']) * 100

# Display the matrix
print(punctuality_matrix)

# Create an interactive chart to show the percentage of on-time trains by platform
chart = alt.Chart(punctuality_matrix.reset_index()).mark_bar().encode(
    x='platform:N',
    y='On-Time %:Q',
    color='platform:N',
    tooltip=['platform', 'On-Time %']
).properties(
    title='On-Time Train Percentage by Platform'
)

# Save the chart as an HTML file
chart
Merged Data Sample:
                datetime_x type_x train  update train_date_x  train_time_x  \
0  2023-03-18 05:01:09.000  train   130  status   2023-03-18  05:01:19.000   
1  2023-03-18 05:02:05.000  train   101  status   2023-03-18  05:02:35.000   
2  2023-03-18 05:05:09.000  train   101  status   2023-03-18  05:05:59.000   
3  2023-03-18 05:06:05.000  train   101  status   2023-03-18  05:06:05.000   
4  2023-03-18 05:06:07.000  train   130  status   2023-03-18  05:06:17.000   

       train_datetime  delta_x location_type  location_number  ... driver  \
0 2023-03-18 05:01:19  0:00:10   destination              2.0  ...  539.0   
1 2023-03-18 05:02:35  0:00:30   destination              NaN  ...    NaN   
2 2023-03-18 05:05:59  0:00:50   destination              NaN  ...    NaN   
3 2023-03-18 05:06:05  0:00:00   destination              NaN  ...    NaN   
4 2023-03-18 05:06:17  0:00:10   destination              NaN  ...    NaN   

  location               datetime_y    type_y platform platform_direction  \
0      NaN  2023-03-18 05:01:09.000  platform     RGCC                 IN   
1      NaN  2023-03-18 05:02:05.000  platform     SGFF                 IN   
2      NaN  2023-03-18 05:05:09.000  platform     SGFF                 IN   
3      NaN  2023-03-18 05:06:05.000  platform     SGFF                 IN   
4      NaN  2023-03-18 05:06:07.000  platform     RGCC                 IN   

  platform_event train_date_y  train_time_y  delta_y  
0       standing   2023-03-18  05:01:19.000  0:00:10  
1       standing   2023-03-18  05:02:35.000  0:00:30  
2  aboutToDepart   2023-03-18  05:05:59.000  0:00:50  
3       departed   2023-03-18  05:06:05.000  0:00:00  
4  aboutToDepart   2023-03-18  05:06:17.000  0:00:10  

[5 rows x 23 columns]
punctuality  On-Time  Total Trains  On-Time %
platform                                     
APTT             163           163      100.0
BDEE             383           383      100.0
BFTT             367           367      100.0
BTNN             393           393      100.0
BYKK             371           371      100.0
CALL             367           367      100.0
CENN             748           748      100.0
CHII             382           382      100.0
CRDD             433           433      100.0
CULL             411           411      100.0
DEP              110           110      100.0
FAWW             368           368      100.0
FELL             759           759      100.0
FLEE             406           406      100.0
GHDD             748           748      100.0
GSTT             746           746      100.0
HAYY             741           741      100.0
HDRR             384           384      100.0
HEBB             376           376      100.0
HOWW             380           380      100.0
HTHH             757           757      100.0
ILFF             746           746      100.0
JARR             373           373      100.0
JESS             751           751      100.0
KSPP             370           370      100.0
LBNN             411           411      100.0
MANN             384           384      100.0
MSNN             387           387      100.0
MTSS             742           742      100.0
MTWW             357           357      100.0
MWLL             378           378      100.0
NPKK             384           384      100.0
NSHH             382           382      100.0
PCMM             389           389      100.0
PLWW             739           739      100.0
PMVV             392           392      100.0
RGCC             380           380      100.0
SGFF             677           677      100.0
SJMM             177           177      100.0
SMDD             382           382      100.0
SMRR             395           395      100.0
SSSS             181           181      100.0
TDKK             369           369      100.0
TYNN             395           395      100.0
WBRR             360           360      100.0
WJSS             742           742      100.0
WKGG             448           448      100.0
WMNN             390           390      100.0
WSDD             379           379      100.0
WTLL               1             1      100.0
Out[95]:
In [100]:
import pandas as pd
import altair as alt

# Assuming df_platform is your dataframe
df_platform = dataframes['log=platform']

# Convert the 'datetime' column to datetime objects and extract the hour for grouping
df_platform['datetime'] = pd.to_datetime(df_platform['datetime'])
df_platform['hour'] = df_platform['datetime'].dt.floor('H')

# Count the occurrences of platform events by hour
platform_event_count = df_platform.groupby(['hour', 'platform_event']).size().reset_index(name='count')

# Create a line chart for platform events over time
line_chart = alt.Chart(platform_event_count).mark_line().encode(
    x='hour:T',
    y='count:Q',
    color='platform_event:N',
    tooltip=['hour:T', 'platform_event:N', 'count:Q']
).properties(
    title='Platform Events Over Time'
)

# Create a stacked area chart for platform occupancy
stacked_area_chart = alt.Chart(platform_event_count).mark_area().encode(
    x='hour:T',
    y='count:Q',
    color='platform_event:N',
    tooltip=['hour:T', 'platform_event:N', 'count:Q']
).properties(
    title='Platform Occupancy Changes Over Time'
)

# Save the charts as an HTML file
combined_chart = (line_chart & stacked_area_chart)
combined_chart
Out[100]:
In [102]:
import altair as alt
import pandas as pd

# Convert datetime columns to datetime objects
df_equipment = dataframes['log=equipment']
df_equipment['datetime'] = pd.to_datetime(df_equipment['datetime'])

# Aggregate equipment state counts by type and state
equipment_state_count = df_equipment.groupby(['equipmentType', 'state']).size().reset_index(name='count')

# Create a bar chart to visualize equipment state counts
equipment_state_chart = alt.Chart(equipment_state_count).mark_bar().encode(
    x='equipmentType:N',
    y='count:Q',
    color='state:N',
    tooltip=['equipmentType:N', 'count:Q', 'state:N']
).interactive().properties(
    title='Equipment State Counts by Type'
)

equipment_state_chart
Out[102]:
In [106]:
import pandas as pd
import altair as alt

# Convert 'datetime' columns to datetime objects (if not already done)
df_berth = dataframes['log=berth']
df_berth['datetime'] = pd.to_datetime(df_berth['datetime'], errors='coerce')

# Filter out any rows with NaT in datetime to avoid issues during grouping
df_berth = df_berth.dropna(subset=['datetime'])

# Extract hour-level information to reduce data size and improve processing speed
df_berth['hour'] = df_berth['datetime'].dt.floor('H')

# Group by hour to count the train movements, combining data at the hour level
df_berth_grouped = df_berth.groupby(['hour']).size().reset_index(name='train_count')

# Create an interactive line chart with Altair
chart = alt.Chart(df_berth_grouped).mark_line().encode(
    x='hour:T',
    y='train_count:Q',
    tooltip=['hour:T', 'train_count:Q']
).properties(
    title='Train Movements Over Time',
    width=800,
    height=400
).interactive()  # Allows zooming and panning

# Save the chart as an HTML file
chart
Out[106]:
In [111]:
import pandas as pd
df_berthDisplay = dataframes["log=berthDisplay"]
# Ensure the 'berth' columns in both DataFrames are of the same data type
df_berthDisplay['berth'] = df_berthDisplay['berth'].astype(str)
berthmap['berth'] = berthmap['berth'].astype(str)

# Perform the merge/join operation
df_combined = pd.merge(df_berthDisplay, berthmap, on='berth', how='inner')

# Display the head of the resulting DataFrame to confirm the join
print(df_combined.head())
                  datetime          type berth     state  train  train_date  \
0  2023-01-07 04:37:01.000  berthDisplay  0486  occupied  132.0  2023-01-07   
1  2023-01-07 10:26:04.000  berthDisplay  0486     clear    NaN         NaN   
2  2023-01-06 00:11:00.000  berthDisplay  0486  occupied  126.0  2023-01-07   
3  2023-01-06 00:11:02.000  berthDisplay  0486     clear    NaN         NaN   
4  2023-03-11 04:22:07.000  berthDisplay  0486  occupied  106.0  2023-03-11   

     train_time           train_datetime           delta  location Direction  \
0  04:37:01.000  2023-01-07 04:37:01.000         0:00:00  St James       Out   
1           NaN                      NaN             NaN  St James       Out   
2  00:11:40.000  2023-01-07 00:11:40.000  1 day, 0:00:40  St James       Out   
3           NaN                      NaN             NaN  St James       Out   
4  04:22:17.000  2023-03-11 04:22:17.000         0:00:10  St James       Out   

     Branch   Route  
0  St James  Yellow  
1  St James  Yellow  
2  St James  Yellow  
3  St James  Yellow  
4  St James  Yellow  
In [146]:
import pandas as pd
berthhistory = dataframes["berthhistory"]
# Ensure the 'berth' columns in both DataFrames are of the same data type
berthhistory['berth'] = berthhistory['berth'].astype(str)
berthmap['berth'] = berthmap['berth'].astype(str)

# Perform the merge/join operation
df_combine_berthhistory = pd.merge(berthhistory, berthmap, on='berth', how='inner')

# Display the head of the resulting DataFrame to confirm the join
print(df_combine_berthhistory.head())
              datetime berth  train      state location Direction   Branch  \
0  2023-01-07 09:28:00  0553    109  departure  Airport        In  Airport   
1  2023-01-07 09:30:09  0553    110    arrival  Airport        In  Airport   
2  2023-01-07 09:40:04  0553    110  departure  Airport        In  Airport   
3  2023-01-07 09:56:00  0553    102    arrival  Airport        In  Airport   
4  2023-01-07 10:04:06  0553    102  departure  Airport        In  Airport   

   Route  
0  Green  
1  Green  
2  Green  
3  Green  
4  Green  
In [154]:
df_combine_berthhistory = df_combine_berthhistory[df_combine_berthhistory['location'].notna() & (df_combine_berthhistory['location'].str.strip() != '')]
df_combine_berthhistory['location'].unique()
Out[154]:
array(['Airport', 'Pelaw', 'Simonside', 'Heworth', 'Bede', 'Shiremoor',
       'Northumberland Park', 'Monument', 'Central', 'Palmersville',
       'Felling', 'Wansbeck Road', 'Regent Centre', 'Manors',
       'Ilford Road', 'West Jesmond', 'Gateshead', 'Chichester',
       'Tyne Dock', 'Chillingham Road', 'Benton', 'Haymarket', 'Jesmond',
       'Pelaw Sidings', 'Howdon', 'Callerton Parkway', 'Whitley Bay',
       'Cullercoats', 'Percy Main', 'Tynemouth', 'West Monkseaton',
       'Byker', 'Monkseaton', 'Four Lane Ends', 'St James',
       'Kingston Park', 'South Gosforth', 'Gateshead Stadium',
       'Bank Foot', 'North Shields', 'Longbenton', 'Monument (Low Level)',
       'Walkergate', 'Meadow Well', 'South Shields', 'Hebburn', 'Jarrow',
       'Fawdon', 'Wallsend', 'Hadrian Road', 'Wansbeck Road Siding',
       'HSD', 'Stoneyhurst Road', 'Gosforth Depot', 'Stoddart Sidings',
       'North Shields Staff Platform', 'Monkseaton Staff Platform', 'NCL'],
      dtype=object)
In [ ]:
df_merged_trainBH = pd.merge(df_combine_berthhistory, df_train_stations, on='train', how='inner')
In [157]:
import pandas as pd
import random

# Provided data
train_ids = [
    109, 110, 102, 107, 105, 112, 108, 111, 101, 103, 104, 106, 141, 195, 182,
    191, 194, 162, 192, 121, 148, 151, 164, 161, 163, 169, 172, 187, 156, 193,
    188, 157, 147, 181, 168, 142, 143, 171, 184, 166, 173, 165, 174, 133, 134,
    135, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 136, 152, 144,
    145, 146, 154, 155, 153, 158, 183, 113, 198, 199, 167, 116, 114, 115, 196,
    197, 189, 178
]

locations = [
    'Airport', 'Pelaw', 'Simonside', 'Heworth', 'Bede', 'Shiremoor',
    'Northumberland Park', 'Monument', 'Central', 'Palmersville',
    'Felling', 'Wansbeck Road', 'Regent Centre', 'Manors',
    'Ilford Road', 'West Jesmond', 'Gateshead', 'Chichester',
    'Tyne Dock', 'Chillingham Road', 'Benton', 'Haymarket', 'Jesmond',
    'Pelaw Sidings', 'Howdon', 'Callerton Parkway', 'Whitley Bay',
    'Cullercoats', 'Percy Main', 'Tynemouth', 'West Monkseaton',
    'Byker', 'Monkseaton', 'Four Lane Ends', 'St James',
    'Kingston Park', 'South Gosforth', 'Gateshead Stadium',
    'Bank Foot', 'North Shields', 'Longbenton', 'Monument (Low Level)',
    'Walkergate', 'Meadow Well', 'South Shields', 'Hebburn', 'Jarrow',
    'Fawdon', 'Wallsend', 'Hadrian Road', 'Wansbeck Road Siding',
    'HSD', 'Stoneyhurst Road', 'Gosforth Depot', 'Stoddart Sidings',
    'North Shields Staff Platform', 'Monkseaton Staff Platform', 'NCL'
]

# Create a dataframe with unique train IDs and random start and destination stations
data = {
    'train': train_ids,
    'start_station': [random.choice(locations) for _ in train_ids],
    'destination': [random.choice(locations) for _ in train_ids]
}

df_train_stations = pd.DataFrame(data)
df_train_stations
Out[157]:
train start_station destination
0 109 West Monkseaton Haymarket
1 110 Howdon Palmersville
2 102 Four Lane Ends Central
3 107 Hadrian Road Bede
4 105 Regent Centre Whitley Bay
... ... ... ...
73 115 South Shields Jesmond
74 196 Stoneyhurst Road Shiremoor
75 197 Howdon Gosforth Depot
76 189 South Gosforth Walkergate
77 178 Callerton Parkway Manors

78 rows × 3 columns

In [159]:
df_merged_trainBH = pd.merge(df_combine_berthhistory, df_train_stations, on='train', how='inner')
df_merged_trainBH
Out[159]:
datetime berth train state location Direction Branch Route start_station destination
0 2023-01-07 09:28:00 0553 109 departure Airport In Airport Green West Monkseaton Haymarket
1 2023-01-07 12:29:01 0553 109 arrival Airport In Airport Green West Monkseaton Haymarket
2 2023-01-07 12:40:08 0553 109 departure Airport In Airport Green West Monkseaton Haymarket
3 2023-01-07 17:18:09 0553 109 arrival Airport In Airport Green West Monkseaton Haymarket
4 2023-01-07 17:28:03 0553 109 departure Airport In Airport Green West Monkseaton Haymarket
... ... ... ... ... ... ... ... ... ... ...
1912463 2023-03-07 06:41:00 0110 178 departure Stoneyhurst Road Shunt Core Core Callerton Parkway Manors
1912464 2023-03-07 06:34:03 0169 178 arrival Gosforth Depot In Gosforth Depot Core Callerton Parkway Manors
1912465 2023-03-07 07:34:00 0169 178 departure Gosforth Depot In Gosforth Depot Core Callerton Parkway Manors
1912466 2023-03-07 06:41:00 X102 178 arrival South Gosforth Out Core Core Callerton Parkway Manors
1912467 2023-03-07 06:41:08 X102 178 departure South Gosforth Out Core Core Callerton Parkway Manors

1912468 rows × 10 columns

In [162]:
import pandas as pd

# Convert 'datetime' column to datetime objects for proper time calculations
df_merged_trainBH['datetime'] = pd.to_datetime(df_merged_trainBH['datetime'])

# Sort by 'train', 'location', and 'datetime' to ensure events are in chronological order
df_sorted = df_merged_trainBH.sort_values(by=['train', 'location', 'datetime'])

# Create a new column 'next_event' that shifts 'state' column by -1
df_sorted['next_event'] = df_sorted['state'].shift(-1)

# Create a new column 'next_datetime' that shifts 'datetime' column by -1
df_sorted['next_datetime'] = df_sorted['datetime'].shift(-1)

# Filter out only the rows where the current state is 'arrival' and the next state is 'departure'
df_arrival_departure = df_sorted[(df_sorted['state'] == 'arrival') & (df_sorted['next_event'] == 'departure')]

# Calculate the time difference between 'next_datetime' and 'datetime'
df_arrival_departure['time_diff'] = (df_arrival_departure['next_datetime'] - df_arrival_departure['datetime']).dt.total_seconds() / 60  # in minutes

# Group by 'train' and 'location' and calculate the average time difference
avg_time_diff = df_arrival_departure.groupby(['train', 'location'])['time_diff'].mean().reset_index()

print(avg_time_diff)
      train              location   time_diff
0       101               Airport    1.060440
1       101             Bank Foot    1.481578
2       101                  Bede    1.706667
3       101                Benton    1.497917
4       101                 Byker    2.122222
...     ...                   ...         ...
3555    199             Simonside    1.225000
3556    199        South Gosforth   22.277083
3557    199             Tyne Dock  108.305556
3558    199  Wansbeck Road Siding    0.916667
3559    199          West Jesmond    0.810000

[3560 rows x 3 columns]
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/4269272973.py:19: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

In [173]:
from scipy import stats

# Calculate Z-scores to identify outliers
df_arrival_departure['z_score'] = stats.zscore(df_arrival_departure['time_diff'])

# Flag rows as delayed if the Z-score is beyond a typical threshold (e.g., Z > 2 or Z < -2)
df_arrival_departure['delay_flag'] = df_arrival_departure['z_score'].abs() > 2

# Add a column to predict future delays based on previous delays
df_arrival_departure['predict_delay'] = df_arrival_departure['delay_flag'].shift(1).fillna(False)

# Display the updated DataFrame with flags and predictions
final_df = df_arrival_departure[['train', 'location', 'time_diff', 'z_score', 'delay_flag', 'predict_delay']]
display(final_df)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:4: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:7: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/532773039.py:10: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

train location time_diff z_score delay_flag predict_delay
387770 101 Airport 3.966667 0.276568 False False
387760 101 Airport 0.016667 -0.224671 False False
387762 101 Airport 0.033333 -0.222556 False False
387764 101 Airport 0.016667 -0.224671 False False
387766 101 Airport 0.933333 -0.108350 False False
... ... ... ... ... ... ...
1910060 199 West Jesmond 0.050000 -0.220441 False False
1910108 199 West Jesmond 0.083333 -0.216211 False False
1910058 199 West Jesmond 1.966667 0.022776 False False
1910110 199 West Jesmond 0.900000 -0.112580 False False
1910056 199 West Jesmond 1.050000 -0.093545 False False

911986 rows × 6 columns

In [167]:
import pandas as pd

# Assume df_merged_trainBH is already loaded and contains the relevant columns

# Select the relevant columns for the schedule, including the time for arrivals and departures
train_schedule = df_merged_trainBH[['train', 'start_station', 'destination', 'Route', 'datetime', 'state']]

# Extract only the time portion from the datetime column
train_schedule['time'] = pd.to_datetime(train_schedule['datetime']).dt.time

# Drop the original datetime column as we only need the time
train_schedule = train_schedule.drop(columns=['datetime'])

# Sort by train and time to ensure chronological order
train_schedule = train_schedule.sort_values(by=['train', 'time'])

# Filter out only the rows where the state is either 'arrival' or 'departure'
train_schedule = train_schedule[train_schedule['state'].isin(['arrival', 'departure'])]

# Display the schedule with times
print(train_schedule)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/998173122.py:9: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

         train  start_station  destination   Route      state      time
388108     101  Pelaw Sidings   Longbenton   Green    arrival  00:00:00
402436     101  Pelaw Sidings   Longbenton    Core    arrival  00:00:01
403556     101  Pelaw Sidings   Longbenton    Core    arrival  00:00:01
404156     101  Pelaw Sidings   Longbenton    Core    arrival  00:00:02
388109     101  Pelaw Sidings   Longbenton   Green  departure  00:00:03
...        ...            ...          ...     ...        ...       ...
1910046    199        Jesmond  Ilford Road    Core    arrival  23:56:01
1910152    199        Jesmond  Ilford Road  Yellow    arrival  23:56:02
1910043    199        Jesmond  Ilford Road    Core  departure  23:56:05
1910047    199        Jesmond  Ilford Road    Core  departure  23:57:08
1910153    199        Jesmond  Ilford Road  Yellow  departure  23:58:09

[1912468 rows x 6 columns]
In [171]:
import pandas as pd

# Assume df_merged_trainBH is already loaded and contains the relevant columns

# Convert the datetime column to a datetime object
df_merged_trainBH['datetime'] = pd.to_datetime(df_merged_trainBH['datetime'])

# Extract only the time from the datetime column for easier aggregation
df_merged_trainBH['time'] = df_merged_trainBH['datetime'].dt.time

# Finding the first train arriving per location
first_arrivals = df_merged_trainBH[df_merged_trainBH['state'] == 'arrival'].groupby(['location', 'Route', 'destination'])['time'].apply(lambda x: (pd.Series([pd.Timestamp.combine(pd.Timestamp.today(), t) for t in x]).mean().time())).reset_index()
first_arrivals.rename(columns={'Route': 'train_route', 'destination': 'first_arrival_destination', 'time': 'arrival_time'}, inplace=True)

# Finding the last train leaving per location
last_departures = df_merged_trainBH[df_merged_trainBH['state'] == 'departure'].groupby(['location', 'Route', 'destination'])['time'].apply(lambda x: (pd.Series([pd.Timestamp.combine(pd.Timestamp.today(), t) for t in x]).mean().time())).reset_index()
last_departures.rename(columns={'Route': 'train_route', 'destination': 'last_departure_destination', 'time': 'departure_time'}, inplace=True)

# Merging the two dataframes to have both first arrival and last departure per location
first_last_trains = pd.merge(first_arrivals, last_departures, on=['location', 'train_route'], how='outer')

# Display the result
first_last_trains = first_last_trains[['location', 'train_route', 'first_arrival_destination', 'arrival_time', 'last_departure_destination', 'departure_time']]
display(first_last_trains)
location train_route first_arrival_destination arrival_time last_departure_destination departure_time
0 Airport Green Airport 12:28:04.333333 Airport 12:38:04.333333
1 Airport Green Airport 12:28:04.333333 Bank Foot 14:28:45.486636
2 Airport Green Airport 12:28:04.333333 Bede 14:13:58.251054
3 Airport Green Airport 12:28:04.333333 Benton 15:20:23.920000
4 Airport Green Airport 12:28:04.333333 Callerton Parkway 12:38:40.722222
... ... ... ... ... ... ...
79956 Whitley Bay Yellow Whitley Bay 08:22:52 Tyne Dock 14:30:36.249999
79957 Whitley Bay Yellow Whitley Bay 08:22:52 Tynemouth 13:27:10.999043
79958 Whitley Bay Yellow Whitley Bay 08:22:52 Walkergate 15:04:49.375000
79959 Whitley Bay Yellow Whitley Bay 08:22:52 Wansbeck Road Siding 13:22:50.884763
79960 Whitley Bay Yellow Whitley Bay 08:22:52 Whitley Bay 08:24:19.249999

79961 rows × 6 columns

In [130]:
df_combined = df_combined[df_combined['location'].notna() & (df_combined['location'].str.strip() != '')]
In [131]:
df_combined['location'].unique()
Out[131]:
array(['St James', 'Monument (Low Level)', 'Manors', 'Airport',
       'Stoneyhurst Road', 'Gosforth Depot', 'Regent Centre',
       'South Gosforth', 'Ilford Road', 'West Jesmond', 'Jesmond',
       'Haymarket', 'Monument', 'Longbenton', 'Central', 'Four Lane Ends',
       'Benton', 'Gateshead', 'Palmersville', 'Northumberland Park',
       'Gateshead Stadium', 'Shiremoor', 'Felling', 'West Monkseaton',
       'Heworth', 'Monkseaton', 'Whitley Bay', 'Wansbeck Road', 'Pelaw',
       'Pelaw Sidings', 'Tynemouth', 'Kingston Park', 'Bank Foot',
       'Byker', 'Hebburn', 'Callerton Parkway', 'Chillingham Road',
       'Walkergate', 'Jarrow', 'Wallsend', 'Hadrian Road', 'Bede',
       'Howdon', 'Simonside', 'Tyne Dock', 'Percy Main', 'Cullercoats',
       'Chichester', 'North Shields', 'South Shields', 'Fawdon',
       'Meadow Well', 'Wansbeck Road Siding', 'Stoddart Sidings', 'HSD',
       'Monkseaton Staff Platform', 'North Shields Staff Platform', 'NCL'],
      dtype=object)
In [134]:
import altair as alt
import pandas as pd

# Ensure 'datetime' is in datetime format
df_combined['datetime'] = pd.to_datetime(df_combined['datetime'])

# Group by location, route, and hour to calculate train frequency
df_combined['hour'] = df_combined['datetime'].dt.floor('H')
train_frequency = df_combined.groupby(['hour', 'location', 'Route']).size().reset_index(name='train_count')

#universal class selection and class color
class_selection = alt.selection_point(fields=['location'], name='Select')
class_color = alt.condition(class_selection, alt.Color('location:N',legend = None, scale = alt.Scale(scheme = 'tableau20')), alt.value('lightgray'))

#universal legend
legend = alt.Chart(df_combined).mark_point().encode(
y=alt.Y('Route', axis=alt.Axis(orient='right')),
shape=alt.Shape('Route:N',legend=None),
color=class_color,
).add_params(
class_selection
)
/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/1376433014.py:5: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

/var/folders/5x/9fc_kx7x40q9bfkx8k4j0f340000gn/T/ipykernel_69427/1376433014.py:8: SettingWithCopyWarning:


A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy

In [140]:
# Create an interactive line chart with Altair
chart = alt.Chart(train_frequency).mark_bar(point=True).encode(
    x='location:N',
    y='train_count:Q',
    color=class_color,
    strokeDash='Route:N',
    tooltip=['hour:T', 'location:N', 'Route:N', 'train_count:Q']
).properties(
    width=800,
    height=400,
    title='Train Frequency Over Time by Location and Route'
).transform_filter(class_selection)

# Show the chart
alt.hconcat(chart, legend)
Out[140]:
In [ ]: